
import pandas as pd
import streamlit
import requests
import seaborn as sns
import matplotlib.pyplot as plt
from rich.console import Console
import json
import geopandas as gpd
from rich.table import Table
import networkx as nx


data_path = "dataset/input/world-university-rankings/"
cwur_data = data_path + "cwur_data.csv"

geo_api_endpoint = "http://api.positionstack.com/v1/forward"

console = Console()


def uni_serialize():
    df = pd.read_csv(cwur_data)
    return df

def get_geolocation(uni_name):
    GEO_API_KEY = "7e5af99fd356a3a854e866c2f16064eb"
    try:
        target = list(json.loads(requests.get(url=geo_api_endpoint + f"?access_key={GEO_API_KEY}&query={uni_name}").text)["data"])[0]
        return {"latitude": target["latitude"], "longitude": target["longitude"]}
    except: 
        return {"latitude" : None, "longitude" : None} # проверяем есть ли в принципе данные о геолокации
    
def add_geo(df):
    geo_lat = []
    geo_lon =[]
    if ("latitude" in df.columns.values or "longitude" in df.columns.values) : return # проверяем есть ли уже данные о геолокации, чтобы не считать их дважды
    for _ in df["institution"]:
        searched = get_geolocation(_)
        geo_lat.append(searched["latitude"])
        geo_lon.append(searched["longitude"])
    df.insert(3, "Latitude", geo_lat, True)
    df.insert(4, "Longitude", geo_lon, True)
    return df


uni_data = uni_serialize()


# segment = uni_data.head()
# segment = add_geo(segment)
uni_data = add_geo(uni_data)


geo_Latitude_NaN_count = uni_data.Latitude.isnull().sum()
geo_Longitude_NaN_count = uni_data.Longitude.isnull().sum()

table = Table()
table.add_column(header="latitude is Nan longitude is not NaN", style=" bold italic cyan")
table.add_column(header="longitude is NaN", style=" bold italic cyan")
table.add_row(str(geo_Latitude_NaN_count), str(geo_Longitude_NaN_count))
console.print(table)
console.print(f"[bold]No geolocation count:[/] {uni_data.Longitude.isnull().sum()}")

┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━┓
┃ latitude is Nan longitude is not NaN ┃ longitude is NaN ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━┩
│ 81                                   │ 81               │
└──────────────────────────────────────┴──────────────────┘

No geolocation count: 81


pie_chart_labels = ["Without location", "With location"]
pie_data = [uni_data.Longitude.isnull().sum(), len(uni_data)]

colors = sns.color_palette('pastel')
plt.pie(x=pie_data, labels= pie_chart_labels, autopct='%.0f%%', colors=colors)
plt.show()
sns.barplot(x=pie_chart_labels, y=pie_data)

<AxesSubplot:>


states = gpd.read_file("usa-states-census-2014.shp")
states.head()


# штаты западного и восточного побережья
west = [states["STUSPS"][i] for i in range(len(states)) if 'est' in states["region"][i]] 
east = [states["STUSPS"][i] for i in range(len(states)) if 'ast' in states["region"][i]]


usa_uni = uni_data.loc[uni_data['country'] == 'USA', ["institution","Longitude", "Latitude", 'national_rank']]


west_uni_avg = usa_uni.loc[usa_uni['Longitude'] < -95]

east_uni_avg = usa_uni.loc[usa_uni['Longitude'] >= -95]
console.print(f"East coast average national rating: {east_uni_avg.national_rank.mean()}\nWest coast average national rating: {west_uni_avg.national_rank.mean()}\n")

East coast average national rating: 98.4175
West coast average national rating: 93.85798816568047


west = states[states['region'] == 'West']
southwest = states[states['region'] == 'Southwest']
southeast = states[states['region'] == 'Southeast']
midwest = states[states['region'] == 'Midwest']
northeast = states[states['region'] == 'Northeast']
us_boundary_map = states.boundary.plot(figsize=(18, 12), color='Black', linewidth=.5)
west.plot(ax=us_boundary_map,  color="MistyRose")
southwest.plot(ax=us_boundary_map, color="MistyRose")
southeast.plot(ax=us_boundary_map, color="Plum")
midwest.plot(ax=us_boundary_map, color="Plum")
final_map = northeast.plot(ax=us_boundary_map, color="Plum")
plt.xlim(-125, -65)
plt.ylim(25, 50)
us_boundary_map.scatter(x=usa_uni["Longitude"], y=usa_uni["Latitude"],s=usa_uni["national_rank"][::-1]**(16/14),c=usa_uni["national_rank"], cmap="Greys"),

plt.title("National rating of USA universities")
plt.xlabel("Longitude")
plt.ylabel("Latitude")

plt.show()


quality_unis = uni_data[["institution","quality_of_education", "quality_of_faculty", "publications", "patents", "year"]]
console.print(f"size: {len(quality_unis)}")
quality_unis.head()

size: 2200


fig = plt.figure(figsize=(100, 100))
gs = fig.add_gridspec(2,2, hspace=0, wspace=0)
(ax1, ax2), (ax3, ax4) = gs.subplots(sharex='col', sharey='row')
sns.set()
fig.suptitle('Оценка достижений вузов')
ax1.set_xlabel('institution')
ax1.tick_params(
    bottom = True,    
    top = True,  
    # labelbottom = True,    
    labeltop = True,
    direction = 'inout',
    labelrotation = 45
)
quality_unis.sort_values(["quality_of_education", "year"])
quality_unis.drop_duplicates(keep="last")
quality_unis = quality_unis.head(100)
sns.barplot(x=quality_unis['institution'], y=quality_unis["quality_of_education"], ax=ax1)

ax2.tick_params(
    bottom = True,    
    top = True,  
    labelbottom = True,    
    labeltop = True,
    direction = 'inout',
    labelrotation = 45
)
ax2.set_xlabel('institution')
quality_unis.sort_values(["quality_of_faculty", "year"])
quality_unis.drop_duplicates(keep="last")
quality_unis = quality_unis.head(100)
sns.barplot(x=quality_unis['institution'], y=quality_unis["quality_of_faculty"], ax=ax2)

ax3.tick_params(
    bottom = True,    
    top = True,  
    # labelbottom = True,    
    labeltop = True,
    direction = 'inout',
    labelrotation = 45
)
ax3.set_xlabel('institution')
quality_unis.sort_values(["publications", "year"])
quality_unis.drop_duplicates(keep="last")
quality_unis = quality_unis.head(100)
sns.barplot(x=quality_unis['institution'], y=quality_unis["publications"], ax=ax3)

ax4.tick_params(
    bottom = True,    
    # top = True,  
    labelbottom = True,    
    # labeltop = True,
    direction = 'inout',
    labelrotation = 45
)
ax4.set_xlabel('institution')
quality_unis.sort_values(["patents", "year"])
quality_unis.drop_duplicates(keep="last")
quality_unis = quality_unis.head(100)
sns.barplot(x=quality_unis['institution'], y=quality_unis["publications"], ax=ax4)

<AxesSubplot:xlabel='institution', ylabel='publications'>


quality_unis = uni_data[["institution","quality_of_education", "quality_of_faculty", "publications", "patents", "country", "national_rank", "alumni_employment", "influence", "citations", "broad_impact", "score", "year"]]
figure = plt.figure(figsize=(12, 12))
grid_kws = {"height_ratios": (.9, .05), "hspace": .3}
f, (ax, cbar_ax) = plt.subplots(2, gridspec_kw=grid_kws)
sns.heatmap(data=quality_unis.corr(), cmap="YlGnBu", annot=True, cbar_ax=cbar_ax,
                 cbar_kws={"orientation": "horizontal"}, ax=ax)

<AxesSubplot:>

<Figure size 864x864 with 0 Axes>


fig = plt.figure(figsize=(10, 10))
gs = fig.add_gridspec(3,1, hspace=0, wspace=0)
axes = gs.subplots(sharex='col', sharey='row')

harvard_data = uni_data[uni_data["institution"] == "Harvard University"]
mit_data = uni_data[uni_data["institution"] == "Massachusetts Institute of Technology"]
stanford_data = uni_data[uni_data["institution"] == "Stanford University"]

fig.suptitle("Динамика развития вузов")

sns.set()
sns.lineplot(data=harvard_data, x="year", y="quality_of_education",ax=axes[0])
sns.lineplot(data=mit_data, x="year", y="quality_of_education",ax=axes[0])
sns.lineplot(data=stanford_data, x="year", y="quality_of_education",ax=axes[0])
axes[0].invert_yaxis()

sns.set()
sns.lineplot(data=harvard_data, x="year", y="quality_of_faculty",ax=axes[1])
sns.lineplot(data=mit_data, x="year", y="quality_of_faculty",ax=axes[1])
sns.lineplot(data=stanford_data, x="year", y="quality_of_faculty",ax=axes[1])
axes[1].invert_yaxis()

sns.set()
sns.lineplot(data=harvard_data, x="year", y="national_rank",ax=axes[2])
sns.lineplot(data=mit_data, x="year", y="national_rank",ax=axes[2])
sns.lineplot(data=stanford_data, x="year", y="national_rank",ax=axes[2])
axes[2].invert_yaxis()
fig.legend(labels=["Harvard University", "Massachusetts Institute of Technology", "Stanford University"])
plt.show()

sns.set()
sns.barplot(data=harvard_data.append(mit_data).append(stanford_data), x="year", y="quality_of_education",hue="institution")

plt.show()
sns.set()
sns.barplot(data=harvard_data.append(mit_data).append(stanford_data), x="year", y="quality_of_faculty",hue="institution")

plt.show()
sns.set()
sns.barplot(data=harvard_data.append(mit_data).append(stanford_data), x="year", y="national_rank",hue="institution")

fig.legend(labels=["Harvard University", "Massachusetts Institute of Technology", "Stanford University"])
plt.show()

/var/folders/2m/2cdbvl6s55s3dq_58sct57n00000gn/T/ipykernel_45751/1949249135.py:32: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  sns.barplot(data=harvard_data.append(mit_data).append(stanford_data), x="year", y="quality_of_education",hue="institution")
/var/folders/2m/2cdbvl6s55s3dq_58sct57n00000gn/T/ipykernel_45751/1949249135.py:32: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  sns.barplot(data=harvard_data.append(mit_data).append(stanford_data), x="year", y="quality_of_education",hue="institution")

/var/folders/2m/2cdbvl6s55s3dq_58sct57n00000gn/T/ipykernel_45751/1949249135.py:36: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  sns.barplot(data=harvard_data.append(mit_data).append(stanford_data), x="year", y="quality_of_faculty",hue="institution")
/var/folders/2m/2cdbvl6s55s3dq_58sct57n00000gn/T/ipykernel_45751/1949249135.py:36: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  sns.barplot(data=harvard_data.append(mit_data).append(stanford_data), x="year", y="quality_of_faculty",hue="institution")

/var/folders/2m/2cdbvl6s55s3dq_58sct57n00000gn/T/ipykernel_45751/1949249135.py:40: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  sns.barplot(data=harvard_data.append(mit_data).append(stanford_data), x="year", y="national_rank",hue="institution")
/var/folders/2m/2cdbvl6s55s3dq_58sct57n00000gn/T/ipykernel_45751/1949249135.py:40: FutureWarning: The frame.append method is deprecated and will be removed from pandas in a future version. Use pandas.concat instead.
  sns.barplot(data=harvard_data.append(mit_data).append(stanford_data), x="year", y="national_rank",hue="institution")


G = nx.DiGraph()
clear_unis = uni_data[['world_rank', 'institution', 'country', 'Latitude', 'Longitude',
       'national_rank', 'quality_of_education', 'alumni_employment',
       'quality_of_faculty', 'publications', 'influence', 'citations',
       'broad_impact', 'patents', 'score']]
vertices = list(clear_unis["institution"].drop_duplicates())
subgraphs_countries = list(clear_unis["country"].drop_duplicates())
connections = {}
for i in clear_unis.values:
    print(i)
    if i[2] not in connections: 
        connections[i[2]] = [i[1]]
    else:
        connections[i[2]].append(i[1])
G.add_nodes_from(connections.keys())
for k, v in connections.items():
    G.add_edges_from(([(k, t) for t in v]))
fig = plt.figure(figsize=(100, 100))
# G = nx.relabel_nodes(G, dict(enumerate(clear_unis.columns)))
nx.draw(G)
plt.draw()

[1 'Harvard University' 'USA' 42.368714 -71.125877 1 7 9 1 1 1 1 nan 5
 100.0]
[2 'Massachusetts Institute of Technology' 'USA' 42.357243 -71.100823 2 9
 17 3 12 4 4 nan 1 91.67]
[3 'Stanford University' 'USA' 41.513101 -81.607469 3 17 11 5 4 2 2 nan 15
 89.5]
[4 'University of Cambridge' 'United Kingdom' 52.203 0.12 1 10 24 4 16 16
 11 nan 50 86.17]
[5 'California Institute of Technology' 'USA' 34.137827 -118.125371 4 2 29
 7 37 22 22 nan 18 85.21]
[6 'Princeton University' 'USA' 40.339911 -74.657391 5 8 14 2 53 33 26 nan
 101 82.5]
[7 'University of Oxford' 'United Kingdom' 51.75659 -1.25596 2 13 28 9 15
 13 19 nan 26 82.34]
[8 'Yale University' 'USA' 41.314614 -72.926488 6 14 31 12 14 6 15 nan 66
 79.14]
[9 'Columbia University' 'USA' 40.817323 -73.958722 7 23 21 10 13 12 14
 nan 5 78.86]
[10 'University of California, Berkeley' 'USA' 37.367813 -120.421858 8 16
 52 6 6 5 3 nan 16 78.55]
[11 'University of Chicago' 'USA' 41.78976 -87.59977 9 15 26 8 34 20 28
 nan 101 73.82]
[12 'Cornell University' 'USA' 42.452314 -76.475568 10 21 42 14 22 21 16
 nan 10 73.69]
[13 'University of Pennsylvania' 'USA' 39.95325 -75.193841 11 31 16 24 9
 10 8 nan 9 73.64]
[14 'University of Tokyo' 'Japan' 35.71339 139.76232 1 32 19 31 8 19 23
 nan 3 69.49]
[15 'Johns Hopkins University' 'USA' 44.49477 11.355897 12 34 77 20 11 9 9
 nan 7 66.94]
[16 'Swiss Federal Institute of Technology in Zurich' 'Switzerland'
 10.231468 76.40878 1 26 66 11 40 51 44 nan 34 66.69]
[17 'Kyoto University' 'Japan' 35.032404 135.721065 2 42 38 19 25 36 43
 nan 23 65.76]
[18 'Weizmann Institute of Science' 'Israel' 24.433332 54.617517 1 4 101
 22 101 67 101 nan 29 65.09]
[19 'University of California, Los Angeles' 'USA' 37.367813 -120.421858 13
 62 59 23 3 11 6 nan 13 64.05]
[20 'University of California, San Diego' 'USA' 37.367813 -120.421858 14
 61 101 15 10 8 10 nan 22 63.11]
[21 'Rockefeller University' 'USA' 40.761659 -73.956039 15 1 101 16 101 28
 96 nan 101 61.74]
[22 'Hebrew University of Jerusalem' 'Israel' 31.79456 35.2414 2 24 93 13
 101 91 101 nan 28 60.76]
[23 'New York University' 'USA' 41.309439 19.801928 16 89 75 17 42 24 34
 nan 62 60.55]
[24 'University of California, San Francisco' 'USA' 37.367813 -120.421858
 17 101 101 21 19 3 13 nan 33 59.7]
[25 'University of Wisconsin–Madison' 'USA' 30.22792 120.03306 18 64 63 33
 17 30 21 nan 21 59.66]
[26 'University of Illinois at Urbana–Champaign' 'USA' 39.72866 -89.617929
 19 82 101 18 35 71 39 nan 44 59.0]
[27 'Duke University' 'USA' 36.000715 -78.941806 20 65 43 55 20 15 12 nan
 20 58.37]
[28 'Imperial College London' 'United Kingdom' 51.499428 -0.179708 3 84 73
 35 26 26 29 nan 41 57.53]
[29 'University of Texas Southwestern Medical Center' 'USA' 34.592424
 -98.463021 21 19 101 32 101 43 84 nan 101 56.43]
[30 'University of Texas at Austin' 'USA' 30.28302 -97.782323 22 101 78 27
 41 47 40 nan 57 56.18]
[31 'University College London' 'United Kingdom' 43.00814 -81.273361 4 35
 101 45 27 23 33 nan 86 55.21]
[32 'Osaka University' 'Japan' 34.691802 135.50506 3 77 101 44 39 44 51
 nan 11 54.43]
[33 'Northwestern University' 'USA' 42.059592 -87.678695 23 101 32 101 24
 25 20 nan 35 54.4]
[34 'University of Michigan, Ann Arbor' 'USA' 42.293165 -83.711654 24 68
 60 101 2 17 7 nan 8 53.72]
[35 'University of Toronto' 'Canada' 43.662026 -79.397364 1 101 101 34 7
 14 18 nan 101 53.43]
[36 'University of North Carolina at Chapel Hill' 'USA' 35.904627
 -79.054489 25 101 86 56 31 29 31 nan 29 53.09]
[37 'Washington University in St. Louis' 'USA' 38.648002 -90.308898 26 74
 62 101 32 18 30 nan 14 52.9]
[38 'University of Utah' 'USA' 40.762955 -111.835699 27 92 101 41 74 52 67
 nan 12 52.64]
[39 'University of Washington - Seattle' 'USA' 47.649818 -122.303856 28
 101 101 40 5 7 5 nan 101 52.25]
[40 'University of California, Santa Barbara' 'USA' 37.367813 -120.421858
 29 101 101 28 68 72 36 nan 101 52.15]
[41 'McGill University' 'Canada' 45.506874 -73.578701 2 70 91 54 33 39 47
 nan 101 51.72]
[42 'Purdue University, West Lafayette' 'USA' 40.427126 -86.923959 30 95
 70 49 61 101 58 nan 19 51.66]
[43 'Carnegie Mellon University' 'USA' -34.928125 138.601184 31 30 81 26
 101 101 61 nan 101 51.6]
[44 'University of Southern California' 'USA' 34.021388 -118.286358 32 101
 101 63 46 48 32 nan 23 51.38]
[45 'University of California, Davis' 'USA' 38.537811 -121.757623 33 79
 101 92 23 40 25 nan 32 51.06]
[46 'University of Colorado Boulder' 'USA' 40.03138 -105.53722 34 83 88 48
 71 54 56 nan 101 50.68]
[47 'University of California, Irvine' 'USA' 33.643856 -117.841612 35 101
 101 38 59 57 52 nan 65 50.64]
[48 'University of Paris-Sud' 'France' 48.861587 2.310672 1 48 101 25 73
 96 101 nan 101 50.44]
[49 'University of Minnesota, Twin Cities' 'USA' 44.736095 -93.070483 36
 101 101 85 18 31 17 nan 84 50.3]
[50 'University of Arizona' 'USA' 32.228613 -110.97637 37 101 101 88 45 42
 45 nan 27 50.29]
[51 'Technion – Israel Institute of Technology' 'Israel' nan nan 3 45 89
 36 101 101 101 nan 51 50.01]
[52 'Ohio State University, Columbus' 'USA' 39.99618 -83.01879 38 101 101
 83 30 50 35 nan 54 49.54]
[53 'University of Rochester' 'USA' 43.12923 -77.62806 39 41 54 101 82 68
 54 nan 62 49.51]
[54 'École normale supérieure - Paris' 'France' 48.884064 2.309272 2 3 61
 77 101 101 101 nan 101 49.1]
[55 'University of Florida' 'USA' 29.638801 -82.352647 40 101 101 96 29 74
 42 nan 2 48.8]
[56 'Tel Aviv University' 'Israel' 32.1134 34.80353 4 97 101 51 72 101 101
 nan 35 48.76]
[57 'Rice University' 'USA' 29.716981 -95.401406 41 28 53 94 101 101 53
 nan 101 48.76]
[58 'Dartmouth College' 'USA' 43.704269 -72.289381 42 27 13 101 101 101
 101 nan 92 48.5]
[59 'Vanderbilt University' 'USA' 36.143941 -86.80324 43 80 72 101 50 35
 49 nan 101 48.44]
[60 'University of Edinburgh' 'United Kingdom' 55.941625 -3.18496 1 71 101
 43 64 41 70 nan 101 48.43]
[61 'École Polytechnique' 'France' 33.545604 -7.663752 3 47 3 101 101 101
 101 nan 101 48.33]
[62 'Boston University' 'USA' 42.352261 -71.121401 44 101 101 86 48 34 37
 nan 101 48.31]
[63 'Pierre-and-Marie-Curie University' 'France' 51.955795 14.69084 4 54
 101 84 36 53 78 nan 101 48.26]
[64 'Pennsylvania State University, University Park' 'USA' 40.80395
 -77.85722 45 101 94 101 38 60 27 nan 99 48.15]
[65 'University of Geneva' 'Switzerland' 46.19954 6.14239 2 46 101 29 101
 93 101 nan 101 47.94]
[66 'Brown University' 'USA' 41.826372 -71.401085 46 49 37 65 101 73 92
 nan 101 47.91]
[67 'University of British Columbia' 'Canada' 49.26141 -123.23346 3 101
 101 93 28 38 48 nan 101 47.74]
[68 'University of Maryland, College Park' 'USA' 38.985699 -76.942304 47
 85 101 50 47 55 41 nan 101 47.69]
[69 'Swiss Federal Institute of Technology in Lausanne' 'Switzerland'
 10.231468 76.40878 3 101 30 82 101 101 101 nan 74 47.68]
[70 'Karolinska Institute' 'Sweden' 59.351615 18.035352 1 51 101 42 84 49
 95 nan 101 47.61]
[71 'University of Pittsburgh - Pittsburgh Campus' 'USA' 40.44285
 -79.95922 48 81 101 101 21 32 24 nan 61 47.59]
[72 'Rutgers University-New Brunswick' 'USA' 40.49955 -74.44432 49 101 101
 59 80 83 72 nan 85 47.5]
[73 'Texas A&M University, College Station' 'USA' 31.030974 -98.326329 50
 101 101 46 58 101 80 nan 101 47.31]
[74 'Nagoya University' 'Japan' 35.146669 136.965835 4 56 101 69 101 101
 101 nan 46 46.89]
[75 'Seoul National University' 'South Korea' 37.45917 126.95194 1 101 34
 101 44 101 69 nan 4 46.74]
[76 'University of Manchester' 'United Kingdom' 53.46686 -2.23388 5 101
 101 75 52 70 63 nan 101 46.38]
[77 'Sapienza University of Rome' 'Italy' 41.90386 12.51489 1 101 101 30
 70 101 101 nan 101 46.34]
[78 'Case Western Reserve University' 'USA' 41.5045 -81.59707 51 33 101
 101 96 63 65 nan 101 46.11]
[79 'Tohoku University' 'Japan' 38.253095 140.873659 5 53 101 101 49 100
 67 nan 29 45.82]
[80 'Arizona State University' 'USA' 33.432901 -111.910884 52 101 101 70
 101 101 77 nan 49 45.7]
[81 'Emory University' 'USA' 33.794053 -84.327305 53 101 97 101 54 37 50
 nan 46 45.47]
[82 'Ruprecht Karl University of Heidelberg' 'Germany' 14.615484
 120.981999 1 87 101 52 86 58 100 nan 101 45.33]
[83 'Ludwig Maximilian University of Munich' 'Germany' 48.5623 16.080789 2
 90 101 90 60 45 62 nan 101 45.21]
[84 'University of Virginia' 'USA' 37.969054 -78.461504 54 101 50 101 76
 62 57 nan 86 45.2]
[85 'Leiden University' 'Netherlands' 52.1575 4.4819 1 88 101 76 81 65 101
 nan 101 45.13]
[86 'Tufts University' 'USA' 42.406182 -71.116858 55 60 41 101 101 95 75
 nan 101 44.91]
[87 'Georgia Institute of Technology' 'USA' 33.77233 -84.39456 56 101 67
 101 79 101 46 nan 40 44.71]
[88 'University of Zurich' 'Switzerland' 47.37478 8.54858 4 101 101 80 101
 69 99 nan 101 44.51]
[89 'University of Helsinki' 'Finland' 60.18959 24.83502 1 96 101 79 62 64
 54 nan 101 44.44]
[90 'Technical University of Munich' 'Germany' 1.307854 103.77768 3 52 101
 101 91 76 94 nan 101 44.32]
[91 'University of Oslo' 'Norway' 59.94025 10.7227 1 101 101 39 101 101
 101 nan 101 44.26]
[92 'University of Queensland' 'Australia' -27.493732 153.016683 1 101 101
 101 67 90 89 nan 46 44.18]
[93 'University of Copenhagen' 'Denmark' 55.68743 12.57329 1 101 101 60 85
 66 101 nan 101 44.15]
[94 'University of Sydney' 'Australia' -33.88778 151.18722 2 101 101 101
 56 92 85 nan 69 44.13]
[95 'Williams College' 'USA' 53.962294 -1.080267 57 18 15 101 101 101 101
 nan 101 43.89]
[96 'University of Texas MD Anderson Cancer Center' 'USA' 29.708 -95.39753
 58 101 101 101 95 46 66 nan 100 43.88]
[97 'University of Nottingham' 'United Kingdom' 52.939703 -1.195916 6 101
 101 87 101 101 101 nan 92 43.79]
[98 'University of Bristol' 'United Kingdom' 51.457337 -2.601377 7 101 101
 78 75 81 86 nan 101 43.77]
[99 'Utrecht University' 'Netherlands' 52.09021 5.12233 2 100 101 101 65
 101 60 nan 101 43.47]
[100 'Mines ParisTech' 'France' 48.845357 2.339294 5 44 4 101 101 101 101
 nan 101 43.36]
[1 'Harvard University' 'USA' 42.368714 -71.125877 1 1 1 1 1 1 1 nan 7
 100.0]
[2 'Stanford University' 'USA' 41.513101 -81.607469 2 11 2 4 6 2 2 nan 11
 93.94]
[3 'University of Oxford' 'United Kingdom' 51.75659 -1.25596 1 7 12 10 11
 7 13 nan 15 92.54]
[4 'Massachusetts Institute of Technology' 'USA' 42.357243 -71.100823 3 2
 16 2 16 3 3 nan 1 91.45]
[5 'University of Cambridge' 'United Kingdom' 52.203 0.12 2 3 15 5 9 11 10
 nan 39 90.24]
[6 'Columbia University' 'USA' 40.817323 -73.958722 4 13 8 9 13 9 11 nan
 10 88.21]
[7 'University of California, Berkeley' 'USA' 37.367813 -120.421858 5 6 28
 6 8 6 4 nan 19 85.07]
[8 'Princeton University' 'USA' 40.339911 -74.657391 6 4 14 3 58 35 27 nan
 101 82.17]
[9 'University of Chicago' 'USA' 41.78976 -87.59977 7 9 19 8 37 21 30 nan
 101 79.16]
[10 'Yale University' 'USA' 41.314614 -72.926488 8 10 25 13 20 12 22 nan
 42 78.83]
[11 'California Institute of Technology' 'USA' 34.137827 -118.125371 9 5
 101 7 38 24 25 nan 17 77.59]
[12 'University of Pennsylvania' 'USA' 39.95325 -75.193841 10 22 5 25 10
 10 9 nan 14 77.24]
[13 'Cornell University' 'USA' 42.452314 -76.475568 11 12 23 18 21 19 15
 nan 7 76.99]
[14 'University of Tokyo' 'Japan' 35.71339 139.76232 1 17 3 32 14 23 29
 nan 5 76.23]
[15 'Kyoto University' 'Japan' 35.032404 135.721065 2 32 17 14 28 46 58
 nan 13 69.46]
[16 'University of California, Los Angeles' 'USA' 37.367813 -120.421858 12
 38 35 12 5 15 6 nan 12 67.84]
[17 'Johns Hopkins University' 'USA' 44.49477 11.355897 13 23 96 21 4 5 7
 nan 2 65.64]
[18 'Swiss Federal Institute of Technology in Zurich' 'Switzerland'
 10.231468 76.40878 1 16 60 11 40 53 55 nan 60 64.99]
[19 'New York University' 'USA' 41.309439 19.801928 14 37 31 16 41 25 33
 nan 51 63.99]
[20 'University of California, San Diego' 'USA' 37.367813 -120.421858 15
 33 101 19 15 14 14 nan 22 63.12]
[21 'Hebrew University of Jerusalem' 'Israel' 31.79456 35.2414 1 15 101 15
 101 96 101 nan 24 59.98]
[22 'University of California, San Francisco' 'USA' 37.367813 -120.421858
 16 101 101 22 23 4 18 nan 63 59.38]
[23 'University of Wisconsin–Madison' 'USA' 30.22792 120.03306 17 31 55 33
 19 29 20 nan 30 58.94]
[24 'University of Illinois at Urbana–Champaign' 'USA' 39.72866 -89.617929
 18 65 101 20 33 66 34 nan 67 58.33]
[25 'Duke University' 'USA' 36.000715 -78.941806 19 89 42 46 22 17 17 nan
 24 57.72]
[26 'University of Texas at Austin' 'USA' 30.28302 -97.782323 20 101 56 24
 46 84 37 nan 20 57.71]
[27 'Imperial College London' 'United Kingdom' 51.499428 -0.179708 3 101
 92 35 17 22 19 nan 48 56.75]
[28 'Northwestern University' 'USA' 42.059592 -87.678695 21 101 21 101 27
 26 24 nan 30 56.12]
[29 'University of Toronto' 'Canada' 43.662026 -79.397364 1 91 81 34 2 13
 12 nan 101 56.11]
[30 'University College London' 'United Kingdom' 43.00814 -81.273361 4 24
 101 49 12 16 21 nan 73 56.0]
[31 'University of Washington - Seattle' 'USA' 47.649818 -122.303856 22
 101 101 41 7 8 5 nan 51 55.79]
[32 'University of Michigan, Ann Arbor' 'USA' 42.293165 -83.711654 23 35
 27 101 3 18 8 nan 6 55.77]
[33 'Weizmann Institute of Science' 'Israel' 24.433332 54.617517 2 18 101
 23 101 85 101 nan 48 54.34]
[34 'University of North Carolina at Chapel Hill' 'USA' 35.904627
 -79.054489 24 101 101 60 30 27 26 nan 42 52.87]
[35 'Osaka University' 'Japan' 34.691802 135.50506 3 77 91 44 55 56 72 nan
 17 52.79]
[36 'University of Paris-Sud' 'France' 48.861587 2.310672 1 26 101 26 73
 101 101 nan 101 51.72]
[37 'University of California, Santa Barbara' 'USA' 37.367813 -120.421858
 25 101 101 28 89 91 38 nan 101 51.67]
[38 'Purdue University, West Lafayette' 'USA' 40.427126 -86.923959 26 95
 39 52 71 101 65 nan 36 51.59]
[39 'University of Southern California' 'USA' 34.021388 -118.286358 27 101
 99 56 56 52 36 nan 40 51.56]
[40 'Seoul National University' 'South Korea' 37.45917 126.95194 1 101 13
 101 48 101 76 nan 4 51.31]
[41 'University of Colorado Boulder' 'USA' 40.03138 -105.53722 28 82 84 38
 75 68 54 nan 101 51.16]
[42 'University of Utah' 'USA' 40.762955 -111.835699 29 101 101 42 93 61
 85 nan 27 51.14]
[43 'Rutgers University-New Brunswick' 'USA' 40.49955 -74.44432 30 101 101
 48 43 58 45 nan 96 51.09]
[44 'University of Minnesota, Twin Cities' 'USA' 44.736095 -93.070483 31
 101 101 87 18 31 16 nan 67 50.98]
[45 'University of Edinburgh' 'United Kingdom' 55.941625 -3.18496 5 47 101
 45 52 36 63 nan 101 50.98]
[46 'University of Texas Southwestern Medical Center' 'USA' 34.592424
 -98.463021 32 46 101 29 101 28 82 nan 101 50.79]
[47 'McGill University' 'Canada' 45.506874 -73.578701 2 54 62 59 34 42 48
 nan 101 50.77]
[48 'Pierre-and-Marie-Curie University' 'France' 51.955795 14.69084 2 19
 101 84 31 50 78 nan 81 50.58]
[49 'Rockefeller University' 'USA' 40.761659 -73.956039 33 55 101 17 101
 34 101 nan 101 50.43]
[50 'Pennsylvania State University, University Park' 'USA' 40.80395
 -77.85722 34 101 72 101 29 54 23 nan 67 49.84]
[51 'Carnegie Mellon University' 'USA' -34.928125 138.601184 35 30 101 27
 101 101 74 nan 101 49.56]
[52 'Ohio State University, Columbus' 'USA' 39.99618 -83.01879 36 101 101
 86 32 55 35 nan 60 49.41]
[53 'University of California, Davis' 'USA' 38.537811 -121.757623 37 60
 101 94 26 47 31 nan 90 49.16]
[54 'Boston University' 'USA' 42.352261 -71.121401 38 101 69 88 54 37 41
 nan 100 48.96]
[55 'University of Florida' 'USA' 29.638801 -82.352647 39 101 101 98 35 92
 42 nan 9 48.93]
[56 'University of Geneva' 'Switzerland' 46.19954 6.14239 2 52 101 30 101
 78 101 nan 101 48.83]
[57 'Tel Aviv University' 'Israel' 32.1134 34.80353 3 84 101 54 83 101 101
 nan 32 48.72]
[58 'University of British Columbia' 'Canada' 49.26141 -123.23346 3 101
 101 95 25 39 39 nan 100 48.51]
[59 'University of Maryland, College Park' 'USA' 38.985699 -76.942304 40
 79 101 53 49 77 40 nan 101 48.39]
[60 'Karolinska Institute' 'Sweden' 59.351615 18.035352 1 101 101 47 64 38
 62 nan 101 47.98]
[61 'Vanderbilt University' 'USA' 36.143941 -86.80324 41 101 101 101 53 40
 60 nan 40 47.8]
[62 'Sapienza University of Rome' 'Italy' 41.90386 12.51489 1 101 101 31
 76 101 101 nan 101 47.75]
[63 'Washington University in St. Louis' 'USA' 38.648002 -90.308898 42 101
 101 101 36 20 32 nan 101 47.72]
[64 'École normale supérieure - Paris' 'France' 48.884064 2.309272 3 8 101
 57 101 101 101 nan 101 47.7]
[65 'University of California, Irvine' 'USA' 33.643856 -117.841612 43 101
 101 39 69 67 61 nan 101 47.52]
[66 'Technion – Israel Institute of Technology' 'Israel' nan nan 4 50 101
 36 101 101 101 nan 73 47.45]
[67 'Ludwig Maximilian University of Munich' 'Germany' 48.5623 16.080789 1
 62 101 92 67 49 67 nan 101 47.25]
[68 'University of Copenhagen' 'Denmark' 55.68743 12.57329 1 101 101 63 42
 43 51 nan 101 47.12]
[69 'University of Pittsburgh - Pittsburgh Campus' 'USA' 40.44285
 -79.95922 44 80 101 101 24 33 28 nan 44 47.08]
[70 'Keio University' 'Japan' 35.38814 139.42745 4 101 6 101 101 101 101
 nan 73 47.05]
[71 'University of Virginia' 'USA' 37.969054 -78.461504 45 101 24 101 88
 73 68 nan 63 46.92]
[72 'University of Manchester' 'United Kingdom' 53.46686 -2.23388 6 101
 101 76 47 63 57 nan 101 46.85]
[73 'Arizona State University' 'USA' 33.432901 -111.910884 46 101 101 73
 101 101 89 nan 20 46.72]
[74 'University of Zurich' 'Switzerland' 47.37478 8.54858 3 101 101 82 59
 48 52 nan 101 46.54]
[75 "King's College London" 'United Kingdom' 51.469246 -0.093891 7 41 101
 101 45 45 44 nan 101 46.53]
[76 'University of Rochester' 'USA' 43.12923 -77.62806 47 63 80 101 101 86
 66 nan 51 46.44]
[77 'Brown University' 'USA' 41.826372 -71.401085 48 59 52 67 101 89 96
 nan 101 46.43]
[78 'University of Arizona' 'USA' 32.228613 -110.97637 49 101 101 90 60 57
 49 nan 101 46.39]
[79 'Ruprecht Karl University of Heidelberg' 'Germany' 14.615484
 120.981999 2 73 101 55 82 59 100 nan 101 46.24]
[80 'Texas A&M University, College Station' 'USA' 31.030974 -98.326329 50
 101 101 50 72 101 88 nan 101 46.17]
[81 'University of Oslo' 'Norway' 59.94025 10.7227 1 101 101 40 101 101
 101 nan 101 46.1]
[82 'Dartmouth College' 'USA' 43.704269 -72.289381 51 45 20 101 101 101
 101 nan 78 46.04]
[83 'Swiss Federal Institute of Technology in Lausanne' 'Switzerland'
 10.231468 76.40878 4 101 101 85 101 101 83 nan 54 45.73]
[84 'Utrecht University' 'Netherlands' 52.09021 5.12233 1 101 101 101 39
 44 47 nan 101 45.73]
[85 'Indiana University - Bloomington' 'USA' 39.16616 -86.52639 52 101 48
 101 50 72 59 nan 101 45.71]
[86 'École Polytechnique' 'France' 33.545604 -7.663752 4 101 4 101 101 101
 101 nan 101 45.38]
[87 'National University of Singapore' 'Singapore' 1.293748 103.769631 1
 101 101 101 44 101 50 nan 27 45.2]
[88 'University of Texas MD Anderson Cancer Center' 'USA' 29.708 -95.39753
 53 101 101 101 90 32 56 nan 101 45.12]
[89 'Stony Brook University' 'USA' 40.911505 -73.119594 54 101 101 68 101
 101 98 nan 90 45.01]
[90 'Lomonosov Moscow State University' 'Russia' 38.579147 68.790171 1 14
 101 51 101 101 101 nan 101 44.93]
[91 'Nagoya University' 'Japan' 35.146669 136.965835 5 72 101 71 101 101
 101 nan 58 44.78]
[92 'University of Sydney' 'Australia' -33.88778 151.18722 1 101 101 101
 61 101 101 nan 48 44.77]
[93 'Emory University' 'USA' 33.794053 -84.327305 55 101 101 101 66 41 53
 nan 81 44.53]
[94 'Rice University' 'USA' 29.716981 -95.401406 56 51 101 97 101 101 64
 nan 81 44.53]
[95 'Tohoku University' 'Japan' 38.253095 140.873659 6 43 101 101 65 101
 91 nan 26 44.52]
[96 'Australian National University' 'Australia' -37.813528 144.971844 2
 101 101 43 101 101 101 nan 101 44.5]
[97 'University of Alberta' 'Canada' 53.523187 -113.525857 4 101 101 101
 68 101 92 nan 81 44.5]
[98 'University of Helsinki' 'Finland' 60.18959 24.83502 1 69 101 81 74 79
 71 nan 101 44.39]
[99 'Paris Diderot University - Paris 7' 'France' 48.886831 2.361836 5 28
 101 72 101 87 101 nan 101 44.36]
[100 'Georgia Institute of Technology' 'USA' 33.77233 -84.39456 57 101 85
 101 97 101 43 nan 32 44.26]
[1 'Harvard University' 'USA' 42.368714 -71.125877 1 1 1 1 1 1 1 1.0 2
 100.0]
[2 'Stanford University' 'USA' 41.513101 -81.607469 2 11 2 4 5 3 3 4.0 6
 99.09]
[3 'Massachusetts Institute of Technology' 'USA' 42.357243 -71.100823 3 3
 11 2 15 2 2 2.0 1 98.69]
[4 'University of Cambridge' 'United Kingdom' 52.203 0.12 1 2 10 5 10 9 12
 13.0 48 97.64]
[5 'University of Oxford' 'United Kingdom' 51.75659 -1.25596 2 7 12 10 11
 12 11 12.0 16 97.51]
[6 'Columbia University' 'USA' 40.817323 -73.958722 4 13 8 9 14 13 9 13.0
 4 97.41]
[7 'University of California, Berkeley' 'USA' 37.367813 -120.421858 5 4 22
 6 7 4 3 7.0 28 92.84]
[8 'University of Chicago' 'USA' 41.78976 -87.59977 6 10 14 8 17 19 10
 18.0 149 92.03]
[9 'Princeton University' 'USA' 40.339911 -74.657391 7 5 16 3 70 25 19
 41.0 204 88.56]
[10 'Yale University' 'USA' 41.314614 -72.926488 8 9 25 11 18 7 32 19.0 45
 88.11]
[11 'Cornell University' 'USA' 42.452314 -76.475568 9 12 18 19 23 15 23
 23.0 12 85.8]
[12 'California Institute of Technology' 'USA' 34.137827 -118.125371 10 6
 303 7 48 6 16 24.0 9 85.5]
[13 'University of Tokyo' 'Japan' 35.71339 139.76232 1 17 3 33 12 16 28
 26.0 14 80.64]
[14 'University of Pennsylvania' 'USA' 39.95325 -75.193841 11 21 4 26 8 17
 13 10.0 28 79.3]
[15 'University of California, Los Angeles' 'USA' 37.367813 -120.421858 12
 27 27 12 6 14 7 6.0 10 78.35]
[16 'Kyoto University' 'Japan' 35.032404 135.721065 2 30 23 15 27 41 61
 51.0 18 73.21]
[17 'New York University' 'USA' 41.309439 19.801928 13 33 21 17 49 29 32
 31.0 48 72.29]
[18 'Swiss Federal Institute of Technology in Zurich' 'Switzerland'
 10.231468 76.40878 1 16 105 13 42 28 45 86.0 84 72.18]
[19 'Johns Hopkins University' 'USA' 44.49477 11.355897 14 24 75 18 4 10 6
 3.0 3 71.17]
[20 'University of California, San Diego' 'USA' 37.367813 -120.421858 15
 32 478 20 16 5 19 16.0 13 68.36]
[21 'University of Michigan, Ann Arbor' 'USA' 42.293165 -83.711654 16 29
 19 131 3 20 5 10.0 19 68.27]
[22 'Hebrew University of Jerusalem' 'Israel' 31.79456 35.2414 1 15 255 16
 114 94 493 151.0 40 66.76]
[23 'Northwestern University' 'USA' 42.059592 -87.678695 17 151 13 105 28
 32 25 27.0 61 66.18]
[24 'Seoul National University' 'South Korea' 37.45917 126.95194 1 355 9
 210 38 165 87 107.0 5 66.06]
[25 'University of Wisconsin–Madison' 'USA' 30.22792 120.03306 18 31 28 34
 21 24 23 28.0 28 65.77]
[26 'Duke University' 'USA' 36.000715 -78.941806 19 65 30 49 22 23 13 15.0
 42 63.56]
[27 'University of California, San Francisco' 'USA' 37.367813 -120.421858
 20 355 478 23 24 8 17 9.0 57 63.36]
[28 'University of Illinois at Urbana–Champaign' 'USA' 39.72866 -89.617929
 21 34 80 21 36 45 38 68.0 64 62.89]
[29 'University of Texas at Austin' 'USA' 30.28302 -97.782323 22 92 39 24
 51 54 26 74.0 45 62.57]
[30 'University College London' 'United Kingdom' 43.00814 -81.273361 3 20
 406 52 13 22 18 21.0 121 61.05]
[31 'University of Toronto' 'Canada' 43.662026 -79.397364 1 71 45 35 2 18
 13 8.0 149 60.87]
[32 'University of Washington - Seattle' 'USA' 47.649818 -122.303856 23 89
 107 46 9 11 8 5.0 54 60.28]
[33 'Rutgers University-New Brunswick' 'USA' 40.49955 -74.44432 24 91 33
 31 52 47 38 51.0 54 60.0]
[34 'Keio University' 'Japan' 35.38814 139.42745 3 271 5 210 299 243 310
 266.0 159 59.84]
[35 'École normale supérieure - Paris' 'France' 48.884064 2.309272 1 8 478
 59 362 156 493 311.0 737 59.72]
[36 'École Polytechnique' 'France' 33.545604 -7.663752 2 150 6 208 323 282
 250 295.0 181 59.54]
[37 'Rockefeller University' 'USA' 40.761659 -73.956039 25 72 478 14 347
 26 107 62.0 227 59.49]
[38 'Weizmann Institute of Science' 'Israel' 24.433332 54.617517 2 18 478
 22 233 63 250 137.0 51 59.17]
[39 'Imperial College London' 'United Kingdom' 51.499428 -0.179708 4 121
 98 38 20 27 31 17.0 34 58.85]
[40 'Waseda University' 'Japan' 35.70863 139.71958 4 355 7 210 391 384 283
 380.0 204 58.69]
[41 'University of Virginia' 'USA' 37.969054 -78.461504 26 194 17 117 93
 71 55 89.0 94 58.6]
[42 'McGill University' 'Canada' 45.506874 -73.578701 2 45 32 60 35 59 34
 32.0 204 58.39]
[43 'Osaka University' 'Japan' 34.691802 135.50506 5 69 36 48 43 55 114
 56.0 34 58.35]
[44 'Dartmouth College' 'USA' 43.704269 -72.289381 27 46 15 210 246 164
 125 132.0 74 58.0]
[45 'University of North Carolina at Chapel Hill' 'USA' 35.904627
 -79.054489 28 179 86 61 32 37 22 22.0 38 57.51]
[46 'Pennsylvania State University, University Park' 'USA' 40.80395
 -77.85722 29 226 42 65 33 36 26 33.0 100 57.19]
[47 'Ohio State University, Columbus' 'USA' 39.99618 -83.01879 30 93 65 81
 30 52 30 37.0 38 57.01]
[48 'Lomonosov Moscow State University' 'Russia' 38.579147 68.790171 1 14
 210 50 264 247 310 361.0 737 56.42]
[49 'University of Minnesota, Twin Cities' 'USA' 44.736095 -93.070483 31
 61 159 83 19 38 29 29.0 68 56.13]
[50 'University of Paris-Sud' 'France' 48.861587 2.310672 3 26 410 25 69
 89 114 102.0 338 56.06]
[51 'University of Southern California' 'USA' 34.021388 -118.286358 32 148
 74 43 59 64 61 54.0 33 55.7]
[52 'Purdue University, West Lafayette' 'USA' 40.427126 -86.923959 33 81
 52 54 72 87 73 121.0 20 55.67]
[53 'University of Pittsburgh - Pittsburgh Campus' 'USA' 40.44285
 -79.95922 34 76 195 210 25 58 21 24.0 64 55.67]
[54 'Carnegie Mellon University' 'USA' -34.928125 138.601184 35 25 219 27
 207 234 52 144.0 170 55.3]
[55 'Peking University' 'China' 51.715553 -1.292015 1 355 35 210 65 155
 250 155.0 7 55.3]
[56 'University of Edinburgh' 'United Kingdom' 55.941625 -3.18496 5 42 131
 36 54 42 55 46.0 307 55.2]
[57 'University of California, Davis' 'USA' 38.537811 -121.757623 36 47
 192 90 29 31 38 50.0 68 55.18]
[58 'Washington University in St. Louis' 'USA' 38.648002 -90.308898 37 96
 145 112 39 21 34 19.0 181 54.93]
[59 'University of Florida' 'USA' 29.638801 -82.352647 38 212 299 95 34 70
 52 63.0 8 54.76]
[60 'University of California, Santa Barbara' 'USA' 37.367813 -120.421858
 39 124 252 28 105 53 48 56.0 68 54.76]
[61 'University of British Columbia' 'Canada' 49.26141 -123.23346 3 85 298
 92 26 34 36 41.0 78 54.75]
[62 'University of Utah' 'USA' 40.762955 -111.835699 40 88 91 45 99 62 114
 94.0 22 54.67]
[63 'University of Colorado Boulder' 'USA' 40.03138 -105.53722 41 75 56 41
 97 35 75 77.0 128 54.5]
[64 'University of Notre Dame' 'USA' 51.508262 -0.130417 42 197 20 150 241
 230 159 238.0 307 54.25]
[65 'National Taiwan University' 'Taiwan' 14.604211 120.99427 1 113 24 210
 46 216 283 215.0 637 54.19]
[66 'University of Texas Southwestern Medical Center' 'USA' 34.592424
 -98.463021 43 50 478 29 127 30 81 34.0 181 54.07]
[67 'Boston University' 'USA' 42.352261 -71.121401 44 291 47 84 60 46 43
 37.0 227 53.96]
[68 'Pierre-and-Marie-Curie University' 'France' 51.955795 14.69084 4 36
 431 86 31 39 99 66.0 100 53.91]
[69 'University of Manchester' 'United Kingdom' 53.46686 -2.23388 6 98 73
 74 41 68 43 59.0 94 53.9]
[70 'University of Arizona' 'USA' 32.228613 -110.97637 45 99 62 87 67 33
 37 46.0 307 53.77]
[71 'Vanderbilt University' 'USA' 36.143941 -86.80324 46 108 90 113 58 57
 52 40.0 51 53.69]
[72 'Tohoku University' 'Japan' 38.253095 140.873659 6 40 241 210 56 112
 107 112.0 21 53.65]
[73 'Karolinska Institute' 'Sweden' 59.351615 18.035352 1 126 478 37 55 61
 38 36.0 737 53.64]
[74 'National University of Singapore' 'Singapore' 1.293748 103.769631 1
 355 99 210 37 136 114 102.0 23 53.52]
[75 'University of Geneva' 'Switzerland' 46.19954 6.14239 2 48 151 30 121
 75 99 79.0 194 53.5]
[76 'University of Maryland, College Park' 'USA' 38.985699 -76.942304 47
 63 198 51 57 49 38 73.0 338 53.46]
[77 'University of Rochester' 'USA' 43.12923 -77.62806 48 60 50 116 112
 104 69 70.0 76 53.06]
[78 'Emory University' 'USA' 33.794053 -84.327305 49 355 97 210 66 65 73
 37.0 45 53.01]
[79 'University of Copenhagen' 'Denmark' 55.68743 12.57329 1 111 143 63 44
 44 61 34.0 481 52.94]
[80 'University of California, Irvine' 'USA' 33.643856 -117.841612 50 217
 478 42 76 48 48 51.0 138 52.93]
[81 'Brown University' 'USA' 41.826372 -71.401085 51 56 46 67 123 66 55
 97.0 170 52.92]
[82 'Ludwig Maximilian University of Munich' 'Germany' 48.5623 16.080789 1
 43 156 91 64 56 69 48.0 181 52.75]
[83 'Georgia Institute of Technology' 'USA' 33.77233 -84.39456 52 123 77
 210 104 154 79 101.0 24 52.74]
[84 'Tufts University' 'USA' 42.406182 -71.116858 53 68 43 178 164 148 79
 81.0 84 52.71]
[85 'University of Zurich' 'Switzerland' 47.37478 8.54858 3 110 404 82 47
 43 55 56.0 94 52.69]
[86 'Tel Aviv University' 'Israel' 32.1134 34.80353 3 74 122 56 95 116 176
 151.0 28 52.63]
[87 'Tsinghua University' 'China' 22.614462 113.858464 2 294 63 210 79 192
 134 162.0 16 52.6]
[88 'Utrecht University' 'Netherlands' 52.09021 5.12233 1 102 181 101 40
 51 55 49.0 338 52.42]
[89 'Ruprecht Karl University of Heidelberg' 'Germany' 14.615484
 120.981999 2 57 426 58 68 67 61 54.0 159 52.4]
[90 "King's College London" 'United Kingdom' 51.469246 -0.093891 7 28 173
 114 84 132 87 77.0 181 52.31]
[91 'Sapienza University of Rome' 'Italy' 41.90386 12.51489 1 66 178 32 78
 162 250 145.0 373 52.12]
[92 'Kyushu University' 'Japan' 32.42944 130.99099 7 355 41 210 135 170
 283 207.0 27 51.96]
[93 'Swiss Federal Institute of Technology in Lausanne' 'Switzerland'
 10.231468 76.40878 4 355 130 80 126 121 48 124.0 41 51.8]
[94 'Katholieke Universiteit Leuven' 'Belgium' 50.87672 4.70921 1 355 225
 210 53 111 75 59.0 64 51.72]
[95 'University of Sydney' 'Australia' -33.88778 151.18722 1 127 158 162
 50 117 61 94.0 100 51.58]
[96 'Tokyo Institute of Technology' 'Japan' 35.60574 139.68339 8 208 48
 119 150 157 87 180.0 44 51.53]
[97 'University of Melbourne' 'Australia' -37.797304 144.965152 2 136 101
 210 45 74 87 81.0 194 51.43]
[98 'University of Bonn' 'Germany' 30.22792 120.03306 3 23 275 70 156 125
 187 145.0 227 51.37]
[99 'Technical University of Munich' 'Germany' 1.307854 103.77768 4 38 138
 173 106 92 187 97.0 100 51.34]
[100 'Royal Institute of Technology' 'Sweden' 59.201676 17.62032 2 185 26
 106 223 312 310 326.0 637 51.34]
[101 'Erasmus University Rotterdam' 'Netherlands' 51.922841 4.487549 2 355
 66 184 88 142 75 45.0 227 51.29]
[102 'Case Western Reserve University' 'USA' 41.5045 -81.59707 54 44 208
 189 134 97 60 70.0 100 51.27]
[103 'University of Alberta' 'Canada' 53.523187 -113.525857 4 163 144 148
 61 105 81 99.0 84 51.23]
[104 'University of Texas MD Anderson Cancer Center' 'USA' 29.708
 -95.39753 55 355 478 136 92 76 61 30.0 78 51.19]
[105 'Texas A&M University, College Station' 'USA' 31.030974 -98.326329 56
 328 94 53 73 90 87 137.0 280 51.18]
[106 'Arizona State University' 'USA' 33.432901 -111.910884 57 355 478 72
 141 79 69 145.0 34 51.14]
[107 'Yonsei University' 'South Korea' 37.565 126.93833 2 355 61 210 143
 330 250 251.0 15 50.95]
[108 'Rice University' 'USA' 29.716981 -95.401406 58 54 313 94 252 144 45
 121.0 61 50.94]
[109 'Technion – Israel Institute of Technology' 'Israel' nan nan 4 41 221
 39 180 226 187 207.0 100 50.89]
[110 'University of Helsinki' 'Finland' 60.18959 24.83502 1 53 478 77 80
 88 99 74.0 481 50.76]
[111 'University of Oslo' 'Norway' 59.94025 10.7227 1 139 266 44 108 126
 130 100.0 373 50.7]
[112 'Michigan State University' 'USA' 42.728064 -84.475493 59 112 214 210
 85 115 45 106.0 128 50.69]
[113 'Indiana University - Bloomington' 'USA' 39.16616 -86.52639 60 211 38
 175 166 769 176 195.0 204 50.53]
[114 'University of the Witwatersrand' 'South Africa' -26.186076 28.030509
 1 79 29 169 456 241 310 472.0 259 50.4]
[115 'University of Queensland' 'Australia' -27.493732 153.016683 3 265
 295 134 75 96 125 102.0 78 50.37]
[116 'Lund University' 'Sweden' 55.703957 13.190201 3 132 478 165 81 133
 48 70.0 737 50.34]
[117 'Leiden University' 'Netherlands' 52.1575 4.4819 3 107 478 78 82 91
 114 66.0 227 50.29]
[118 'Georgetown University' 'USA' 38.908166 -77.074449 61 146 37 210 295
 323 310 211.0 159 50.28]
[119 'Aarhus University' 'Denmark' 56.192966 10.167545 2 292 188 107 90 78
 81 90.0 194 50.17]
[120 'University of Barcelona' 'Spain' 30.22792 120.03306 1 355 207 210 63
 107 81 88.0 259 50.17]
[121 'Baylor College of Medicine' 'USA' 29.710514 -95.395596 62 355 478
 210 111 40 107 41.0 194 50.12]
[122 'University of Amsterdam' 'Netherlands' 42.940648 -74.196108 4 182
 438 204 74 86 87 68.0 338 49.97]
[123 'University of Bristol' 'United Kingdom' 51.457337 -2.601377 8 177
 242 76 87 69 99 110.0 338 49.97]
[124 'Uppsala University' 'Sweden' 59.85519 17.63149 4 62 336 111 94 77 99
 102.0 737 49.96]
[125 'University of Iowa' 'USA' 41.630912 -91.541095 63 223 184 163 103 81
 87 110.0 115 49.95]
[126 'Stony Brook University' 'USA' 40.911505 -73.119594 64 170 478 68 161
 73 69 118.0 100 49.92]
[127 'University of Groningen' 'Netherlands' 53.22397 6.57197 5 293 265
 190 71 103 107 79.0 338 49.89]
[128 'Korea Advanced Institute of Science and Technology (KAIST)'
 'South Korea' 38.992518 -76.938904 3 355 85 210 186 262 363 306.0 11
 49.88]
[129 'Radboud University Nijmegen' 'Netherlands' 51.821738 5.868831 6 118
 155 210 91 120 114 81.0 552 49.85]
[130 'Korea University' 'South Korea' 37.586617 127.026145 4 355 58 210
 182 428 220 293.0 34 49.84]
[131 'University of São Paulo' 'Brazil' -22.69776 -45.11842 1 302 70 210
 62 182 114 162.0 737 49.82]
[132 'Nagoya University' 'Japan' 35.146669 136.965835 9 67 356 69 119 141
 134 192.0 68 49.82]
[133 'University of Colorado Denver' 'USA' 39.718527 -104.89367 65 355 478
 131 140 118 150 61.0 78 49.79]
[134 'University of Montreal' 'Canada' 30.22792 120.03306 5 309 460 210 77
 110 87 64.0 426 49.79]
[135 'Albert Ludwig University of Freiburg' 'Germany' 14.615484 120.981999
 5 137 113 187 155 106 159 137.0 64 49.78]
[136 'Ghent University' 'Belgium' 51.013406 3.709384 2 115 282 139 89 158
 81 129.0 121 49.73]
[137 'University of Glasgow' 'United Kingdom' 1.307689 103.778035 9 219
 112 210 118 131 87 92.0 280 49.64]
[138 'University of Miami' 'USA' 25.720883 -80.278566 66 355 152 210 159
 128 87 114.0 78 49.62]
[139 'Université libre de Bruxelles' 'Belgium' 50.813117 4.264558 3 165
 167 57 221 196 81 158.0 115 49.6]
[140 'Paris Diderot University - Paris 7' 'France' 48.886831 2.361836 5
 117 478 73 107 60 159 107.0 426 49.53]
[141 'McMaster University' 'Canada' 43.263046 -79.918736 6 210 271 159 128
 159 87 81.0 159 49.51]
[142 'University of Birmingham' 'United Kingdom' 52.478557 -1.907648 10 58
 119 198 116 160 150 135.0 204 49.48]
[143 'University of Texas at Dallas' 'USA' 32.98608 -96.750417 67 355 244
 210 219 100 61 44.0 307 49.47]
[144 'VU University Amsterdam' 'Netherlands' 52.334953 4.859693 7 355 398
 210 83 123 87 86.0 737 49.47]
[145 'Wake Forest University' 'USA' 36.131466 -80.27496 68 242 59 210 251
 236 150 126.0 128 49.46]
[146 'University of Southampton' 'United Kingdom' 1.429892 103.612205 11
 315 81 210 115 129 107 129.0 259 49.42]
[147 'University of Nottingham' 'United Kingdom' 52.939703 -1.195916 12
 128 148 85 113 174 150 135.0 159 49.41]
[148 'Nanyang Technological University' 'Singapore' 1.347907 103.681355 2
 355 478 210 110 387 220 251.0 26 49.35]
[149 'University of New South Wales' 'Australia' 43.13693 -70.931974 4 172
 114 210 100 194 99 164.0 138 49.29]
[150 'Osaka City University' 'Japan' 38.65588 -90.30928 10 19 320 210 460
 520 283 437.0 373 49.25]
[151 'University of Leeds' 'United Kingdom' 53.809664 -1.554655 13 84 93
 210 132 134 134 151.0 280 49.23]
[152 'Western University (The University of Western Ontario)' 'Canada'
 -33.933766 18.626773 7 355 49 210 154 198 250 176.0 426 49.18]
[153 'Kobe University' 'Japan' 34.681037 135.269625 11 22 362 96 349 259
 283 318.0 307 49.18]
[154 'University of Basel' 'Switzerland' 47.561265 7.575296 5 77 222 66
 168 113 134 141.0 426 49.17]
[155 'University of Hong Kong' 'Hong Kong' 22.283263 114.136745 1 272 116
 210 98 195 176 118.0 481 49.1]
[156 'Indiana University-Purdue University Indianapolis' 'USA' 39.770318
 -86.177058 69 355 424 210 195 351 134 121.0 57 49.08]
[157 'Humboldt University of Berlin' 'Germany' 52.49388 13.446724 6 275
 478 110 117 84 159 81.0 373 49.03]
[158 'Free University of Berlin' 'Germany' 41.72849 44.717399 7 94 478 119
 122 82 250 90.0 481 49.02]
[159 'University of Tübingen' 'Germany' 48.52647 9.051284 8 64 478 102 158
 143 159 117.0 227 48.99]
[160 'Australian National University' 'Australia' -37.813528 144.971844 5
 186 377 47 137 95 187 196.0 426 48.96]
[161 'Goethe University Frankfurt' 'Germany' 50.11944 8.65139 9 105 291 62
 175 151 200 124.0 280 48.93]
[162 'University of Houston' 'USA' 29.722198 -95.347317 70 355 40 210 315
 291 493 355.0 89 48.91]
[163 'University of California, Santa Cruz' 'USA' -17.33367 -61.958507 71
 160 478 99 239 50 114 107.0 227 48.89]
[164 'University of Alabama at Birmingham' 'USA' 33.499076 -86.806853 72
 355 478 210 139 114 134 74.0 194 48.88]
[165 'Icahn School of Medicine at Mount Sinai' 'USA' 40.769546 -73.910403
 73 355 478 210 169 80 176 64.0 159 48.85]
[166 'University of Calgary' 'Canada' 51.077157 -114.12563 8 355 89 210
 147 171 114 132.0 737 48.84]
[167 'Mines ParisTech' 'France' 48.845357 2.339294 6 249 31 165 980 825
 609 917.0 737 48.81]
[168 'University of Gothenburg' 'Sweden' 32.637259 74.159491 5 248 321 71
 177 186 107 112.0 737 48.79]
[169 'University of Göttingen' 'Germany' 30.22792 120.03306 10 39 174 172
 172 152 310 196.0 373 48.77]
[170 'Monash University' 'Australia' 41.513101 -81.607469 6 277 134 210 96
 146 250 173.0 159 48.71]
[171 'Southern Methodist University' 'USA' 32.84326 -96.780875 74 157 34
 210 632 677 406 628.0 737 48.69]
[172 'Yeshiva University' 'USA' 34.055566 -118.387856 75 174 478 210 188
 85 159 94.0 138 48.67]
[173 'University of South Florida - Tampa' 'USA' 28.061791 -82.413833 76
 355 284 210 242 263 159 164.0 51 48.65]
[174 'Hanyang University' 'South Korea' 37.539619 127.009676 5 355 69 210
 292 481 406 415.0 28 48.63]
[175 'Oregon Health & Science University' 'USA' 43.854178 -120.526709 77
 355 478 119 191 124 107 92.0 227 48.61]
[176 'University of Strasbourg' 'France' 48.5803 7.7644 7 59 478 55 190
 135 250 224.0 204 48.61]
[177 'University of Cincinnati' 'USA' 39.132366 -84.516073 78 305 132 210
 145 166 159 129.0 204 48.6]
[178 'University of Sheffield' 'United Kingdom' 53.380637 -1.487469 14 131
 257 190 124 127 114 145.0 227 48.55]
[179 'University of Hamburg' 'Germany' 32.637259 74.159491 11 304 146 126
 152 138 134 132.0 637 48.54]
[180 'George Washington University' 'USA' 38.917809 -77.090426 79 176 53
 210 312 229 187 203.0 307 48.48]
[181 'University of Milan' 'Italy' 45.447319 9.118788 2 162 467 178 109
 183 200 114.0 481 48.48]
[182 'Iowa State University' 'USA' 42.040156 -93.668969 80 273 190 109 142
 173 75 176.0 338 48.47]
[183 'University of Maryland, Baltimore' 'USA' 39.22622 -77.06942 81 355
 478 210 125 102 134 114.0 280 48.4]
[184 'University of Padua' 'Italy' 45.41667 11.86667 3 278 478 210 101 99
 176 126.0 737 48.4]
[185 'University of New Mexico' 'USA' 35.065386 -106.633171 82 355 478 210
 227 168 61 137.0 149 48.36]
[186 'Pohang University of Science and Technology' 'South Korea' 38.992518
 -76.938904 6 355 478 210 279 346 220 295.0 25 48.35]
[187 'Stockholm University' 'Sweden' 59.275254 18.035164 6 184 106 183 202
 93 99 185.0 637 48.27]
[188 'Hokkaido University' 'Japan' 43.0636 141.34289 12 260 378 126 138
 172 283 251.0 61 48.18]
[189 'Fudan University' 'China' 31.30077 121.5033 3 355 126 210 120 264
 310 230.0 100 48.14]
[190 'University of Sussex' 'United Kingdom' 50.866819 -0.085999 15 138
 218 40 368 261 176 306.0 481 48.12]
[191 'Université catholique de Louvain' 'Belgium' 50.40801 4.44833 4 355
 269 103 179 286 134 160.0 181 48.08]
[192 'Wayne State University' 'USA' 42.356505 -83.067468 83 355 186 210
 187 258 125 155.0 181 48.07]
[193 'University of Massachusetts Medical School' 'USA' 42.278246
 -71.762146 84 355 478 136 288 72 187 118.0 170 48.06]
[194 'University of Lausanne' 'Switzerland' 30.22792 120.03306 6 95 338
 210 237 108 134 128.0 637 48.05]
[195 'Shanghai Jiao Tong University' 'China' nan nan 4 325 149 210 102 250
 250 234.0 138 48.02]
[196 'University of Missouri–Columbia' 'USA' 30.22792 120.03306 85 243 96
 97 220 213 220 234.0 149 48.02]
[197 'Technical University of Denmark' 'Denmark' 55.692544 12.102973 3 339
 478 195 240 257 200 238.0 48 47.98]
[198 'Complutense University of Madrid' 'Spain' 40.44904 -3.72703 2 86 55
 206 213 309 406 339.0 204 47.97]
[199 'University of Cologne' 'Germany' 30.22792 120.03306 12 355 109 194
 215 150 187 161.0 426 47.97]
[200 'Trinity College, Dublin' 'Ireland' 53.344416 -6.258956 1 319 68 193
 301 249 150 201.0 227 47.96]
[201 'University of Bern' 'Switzerland' 46.952296 7.435046 7 166 478 205
 167 119 99 155.0 426 47.93]
[202 'Chinese University of Hong Kong' 'Hong Kong' 22.413656 114.209941 2
 90 478 88 171 386 159 203.0 204 47.83]
[203 'University of Kansas' 'USA' 38.954429 -95.255129 86 216 83 210 209
 161 159 234.0 194 47.82]
[204 'Sungkyunkwan University' 'South Korea' 28.077051 -82.43741 7 355 191
 210 206 331 187 295.0 54 47.79]
[205 'University of Vienna' 'Austria' 48.194994 16.38369 1 200 160 100 225
 147 150 192.0 737 47.78]
[206 'Zhejiang University' 'China' 30.22792 120.03306 5 355 293 210 86 318
 493 290.0 94 47.76]
[207 'University of Georgia' 'USA' 33.94368 -83.373884 87 104 193 169 176
 122 187 247.0 128 47.75]
[208 'University of Massachusetts Amherst' 'USA' 42.38898 -72.5287 88 199
 118 154 194 190 159 201.0 373 47.74]
[209 'Cardiff University' 'United Kingdom' 51.491345 -3.184697 16 306 183
 135 183 153 310 189.0 170 47.74]
[210 'University of Münster' 'Germany' 41.54692 -87.50387 13 114 456 171
 173 197 114 180.0 338 47.73]
[211 'University of Liverpool' 'United Kingdom' 53.404594 -2.965433 17 159
 248 200 149 163 134 189.0 373 47.69]
[212 'University of Ottawa' 'Canada' 45.420747 -75.682283 9 355 287 210
 185 191 159 141.0 481 47.69]
[213 'University of Erlangen-Nuremberg' 'Germany' 49.58181 10.916945 14
 222 478 210 170 208 134 145.0 307 47.69]
[214 'Queen Mary University of London' 'United Kingdom' 51.523222
 -0.039217 18 133 348 210 231 181 220 141.0 227 47.67]
[215 'Karlsruhe Institute of Technology' 'Germany' 49.00944 8.41167 15 343
 170 122 193 271 150 249.0 109 47.67]
[216 'Louisiana State University - Baton Rouge' 'USA' 30.413026 -91.176158
 89 256 179 210 162 179 159 176.0 481 47.67]
[217 'Nanjing University' 'China' 32.11315 118.95816 6 331 447 210 148 371
 363 288.0 57 47.67]
[218 'University of Illinois at Chicago' 'USA' 41.870924 -87.649875 90 355
 416 210 131 189 220 185.0 170 47.63]
[219 'University of Bologna' 'Italy' 44.49653 11.35308 4 342 319 210 130
 283 187 169.0 552 47.59]
[220 'University of Manitoba' 'Canada' 49.815622 -97.118363 10 149 84 150
 257 297 220 249.0 227 47.56]
[221 'Joseph Fourier University' 'France' 48.860046 2.393883 8 181 478 210
 136 101 220 207.0 159 47.54]
[222 'University of California, Riverside' 'USA' 37.367813 -120.421858 91
 228 478 210 199 98 134 169.0 259 47.53]
[223 "Julius-Maximilian's University of Würzburg" 'Germany' 14.615484
 120.981999 16 100 407 164 216 178 200 173.0 481 47.5]
[224 'Aix-Marseille University' 'France' 43.639015 5.109741 9 220 472 210
 129 83 176 215.0 227 47.48]
[225 'University of Western Australia' 'Australia' 45.542848 -122.524029 7
 145 397 140 165 214 283 176.0 373 47.47]
[226 'Laval University' 'Canada' 56.550789 -76.550658 11 285 296 210 212
 270 220 200.0 109 47.47]
[227 'University of Tennessee, Knoxville' 'USA' 35.949529 -83.933899 92
 300 117 210 192 177 134 224.0 481 47.45]
[228 'North Carolina State University' 'USA' 35.768159 -78.666167 93 245
 194 210 151 202 159 238.0 181 47.43]
[229 'Newcastle University' 'United Kingdom' 54.981093 -1.616895 19 355
 250 210 200 149 200 164.0 481 47.42]
[230 'Claude Bernard University Lyon 1' 'France' 45.750932 4.836714 10 355
 478 210 133 130 220 196.0 204 47.42]
[231 'University of Turin' 'Italy' 45.174173 7.490482 5 311 471 159 214
 272 220 151.0 552 47.4]
[232 'University of Kiel' 'Germany' 43.91697 -88.02667 17 180 396 192 236
 185 220 158.0 280 47.39]
[233 'University of Connecticut' 'USA' 41.811602 -72.258892 94 282 402 210
 160 187 200 185.0 204 47.35]
[234 'Tulane University' 'USA' 8.989319 38.785946 95 298 92 210 363 298
 283 215.0 194 47.34]
[235 'University of Oklahoma - Norman Campus' 'USA' 35.198026 -97.443389
 96 355 124 210 238 223 176 203.0 307 47.33]
[236 'Brandeis University' 'USA' 42.364996 -71.259784 97 49 311 79 527 169
 493 322.0 128 47.31]
[237 'Dresden University of Technology' 'Germany' 30.22792 120.03306 18
 355 478 210 218 227 176 211.0 109 47.26]
[238 'RWTH Aachen University' 'Germany' 50.77366 6.07532 19 346 286 122
 197 364 187 230.0 138 47.26]
[239 'University of Texas Health Science Center at San Antonio' 'USA'
 38.948739 -76.746438 98 355 478 210 314 224 130 145.0 373 47.26]
[240 'Virginia Commonwealth University' 'USA' 37.547418 -77.450989 99 355
 428 145 263 233 200 189.0 149 47.26]
[241 'University of Montpellier 2' 'France' 30.22792 120.03306 11 355 358
 165 174 137 200 196.0 280 47.25]
[242 'Dalian University of Technology' 'China' 30.22792 120.03306 7 355 67
 210 326 666 406 472.0 74 47.22]
[243 'Rensselaer Polytechnic Institute' 'USA' 42.730302 -73.678772 100 120
 121 210 375 344 159 272.0 138 47.2]
[244 'Paul Sabatier University - Toulouse III' 'France' 43.594499 1.44986
 12 355 478 210 153 109 250 192.0 426 47.19]
[245 'Paris Descartes University' 'France' 48.841903 2.268394 13 202 478
 210 189 139 363 173.0 426 47.18]
[246 'National Cheng Kung University' 'Taiwan' nan nan 2 355 60 210 157
 545 800 395.0 307 47.16]
[247 'University of Delaware' 'USA' 39.681033 -75.754018 101 297 386 126
 265 305 250 277.0 76 47.16]
[248 'Vrije Universiteit Brussel' 'Belgium' 52.333618 4.865276 5 73 478
 210 271 276 130 220.0 552 47.14]
[249 'Johannes Gutenberg University of Mainz' 'Germany' 47.493114
 19.069907 20 355 478 188 204 167 250 164.0 637 47.14]
[250 'Maastricht University' 'Netherlands' 50.837347 4.406164 8 355 478
 210 208 376 283 164.0 307 47.11]
[251 'University of Düsseldorf' 'Germany' 32.637259 74.159491 21 168 478
 210 298 207 159 169.0 637 47.05]
[252 'University of Dundee' 'United Kingdom' 56.458157 -2.98256 20 164 478
 210 354 200 134 184.0 227 47.04]
[253 'University of Tsukuba' 'Japan' 36.111206 140.105518 13 183 478 108
 226 239 176 220.0 259 47.0]
[254 'Autonomous University of Barcelona' 'Spain' 20.96972 -89.62306 3 355
 478 210 146 218 250 224.0 204 46.99]
[255 'Florida State University' 'USA' 30.441954 -84.298637 102 355 288 210
 201 180 134 220.0 338 46.98]
[256 'University of Texas at San Antonio' 'USA' 29.57717 -98.6228 103 355
 478 210 410 334 125 180.0 227 46.95]
[257 'London School of Hygiene & Tropical Medicine' 'United Kingdom'
 51.509648 -0.099076 21 355 478 154 302 306 250 169.0 737 46.93]
[258 'Lehigh University' 'USA' 40.606803 -75.378249 104 355 44 210 594 512
 609 523.0 481 46.91]
[259 'University of Kentucky' 'USA' 38.215336 -85.75757 105 317 270 210
 184 219 250 220.0 338 46.9]
[260 'Thomas Jefferson University' 'USA' 39.949146 -75.156483 106 134 478
 210 331 302 200 180.0 373 46.89]
[261 'Drexel University' 'USA' 39.956313 -75.187901 107 355 262 210 366
 322 220 266.0 89 46.89]
[262 'Colorado State University - Fort Collins' 'USA' 40.567877
 -105.084274 108 203 478 143 234 201 250 211.0 259 46.88]
[263 'University of Leicester' 'United Kingdom' 52.62476 -1.127228 22 355
 478 210 254 140 220 185.0 373 46.87]
[264 'Durham University' 'United Kingdom' 35.9586 -78.9638 23 122 237 210
 250 203 250 230.0 373 46.87]
[265 'Oregon State University' 'USA' 44.560982 -123.28967 109 175 268 210
 247 145 176 238.0 338 46.82]
[266 'University of Florence' 'Italy' 43.77777 11.25951 6 316 304 93 211
 256 200 261.0 637 46.8]
[267 'University of Cape Town' 'South Africa' -33.960104 18.462358 2 97
 169 142 333 244 220 274.0 552 46.78]
[268 'University at Buffalo, The State University of New York' 'USA'
 42.951647 -78.818912 110 355 418 210 203 285 200 230.0 204 46.78]
[269 'University College Dublin' 'Ireland' 43.662532 -79.39549 2 227 182
 210 276 280 150 251.0 307 46.77]
[270 'University of Science and Technology of China' 'China' 31.8204
 117.27665 8 355 238 210 144 275 363 266.0 481 46.75]
[271 'Virginia Polytechnic Institute and State University' 'USA' 38.978912
 -76.491101 111 270 185 210 196 267 200 281.0 227 46.72]
[272 'University of Naples Federico II' 'Italy' nan nan 7 324 475 210 163
 333 200 238.0 737 46.67]
[273 'University of Auckland' 'New Zealand' -36.884352 174.767868 1 230
 455 210 266 235 283 251.0 138 46.65]
[274 'University of Texas Health Science Center at Houston' 'USA'
 38.948739 -76.746438 112 355 478 150 267 175 220 215.0 373 46.64]
[275 'Delft University of Technology' 'Netherlands' 30.22792 120.03306 9
 289 374 210 222 212 250 245.0 227 46.63]
[276 'University of Aberdeen' 'United Kingdom' 57.164941 -2.102504 24 347
 223 210 282 217 250 224.0 481 46.63]
[277 "Queen's University" 'Canada' 35.188439 -80.832823 12 301 172 210 253
 273 220 281.0 204 46.59]
[278 'University of Lisbon' 'Portugal' 38.71788 -9.14959 1 327 478 147 178
 321 220 256.0 426 46.59]
[279 'Hiroshima University' 'Japan' 34.40026 132.72795 14 355 478 210 294
 274 283 266.0 109 46.59]
[280 'University of Waterloo' 'Canada' 43.47329 -80.541209 13 355 125 210
 205 352 283 306.0 637 46.58]
[281 'Okayama University' 'Japan' 34.68565 133.91858 15 355 226 210 332
 335 250 322.0 94 46.57]
[282 'University of Ulm' 'Germany' 48.424428 9.961406 22 355 478 122 285
 232 310 207.0 737 46.57]
[283 'Chulalongkorn University' 'Thailand' 14.523148 101.022865 1 355 51
 210 580 752 406 585.0 737 46.55]
[284 'Dalhousie University' 'Canada' 44.63667 -63.59073 14 355 153 210 289
 251 250 272.0 338 46.52]
[285 'Saint Petersburg State University' 'Russia' 59.821127 30.388194 2 37
 129 210 619 620 609 756.0 737 46.49]
[286 'Norwegian University of Science and Technology' 'Norway' 38.992518
 -76.938904 2 231 163 210 274 350 220 277.0 373 46.49]
[287 'University of Reading' 'United Kingdom' 51.44081 -0.94429 25 241 78
 210 393 319 220 355.0 481 46.49]
[288 'Wageningen University and Research Centre' 'Netherlands' 39.051358
 -77.437316 10 267 478 141 217 176 363 256.0 552 46.48]
[289 'Umeå University' 'Sweden' 63.81719 20.287235 7 355 478 210 277 199
 220 215.0 737 46.44]
[290 'University of Porto' 'Portugal' 30.22792 120.03306 2 83 427 89 269
 394 250 349.0 426 46.42]
[291 'Hong Kong University of Science and Technology' 'Hong Kong'
 38.992518 -76.938904 3 355 279 210 256 469 363 295.0 128 46.42]
[292 'Sun Yat-sen University' 'China' 10.692986 122.571164 9 355 328 210
 198 424 310 313.0 138 46.42]
[293 'Medical College of Wisconsin' 'USA' 43.04385 -88.022335 113 355 478
 210 338 279 220 203.0 737 46.42]
[294 'City College of New York' 'USA' 40.82011 -73.94928 114 35 236 210
 677 444 406 569.0 373 46.41]
[295 'Hannover Medical School' 'Germany' 52.363778 9.73414 23 355 478 210
 324 252 363 211.0 280 46.41]
[296 'Washington State University, Pullman' 'USA' 46.727016 -117.130942
 115 355 267 122 293 221 310 295.0 170 46.4]
[297 'Technical University of Berlin' 'Germany' -4.038015 39.669401 24 80
 276 210 353 432 406 372.0 115 46.39]
[298 'University of South Carolina - Columbia' 'USA' 33.992943 -81.026231
 116 355 440 182 262 353 130 266.0 737 46.37]
[299 'Leipzig University' 'Germany' 51.337371 12.37826 25 308 478 201 287
 268 800 224.0 307 46.36]
[300 'University of Stuttgart' 'Germany' 48.78186 9.17189 26 78 175 210
 379 367 363 346.0 280 46.34]
[301 'University of Valencia' 'Spain' 34.728848 -106.704972 4 355 464 210
 210 342 220 261.0 552 46.34]
[302 'Linköping University' 'Sweden' 58.414234 15.610192 8 355 177 210 290
 345 310 274.0 737 46.32]
[303 'University of Duisburg-Essen' 'Germany' 32.637259 74.159491 27 355
 453 210 284 288 406 234.0 426 46.31]
[304 'Ruhr University Bochum' 'Germany' 51.44389 7.26167 28 355 283 210
 235 222 406 265.0 637 46.31]
[305 'University of Bergen' 'Norway' 60.38761 5.3215 3 355 478 210 249 206
 283 245.0 737 46.31]
[306 'London School of Economics' 'United Kingdom' 51.509648 -0.099076 26
 70 139 75 520 742 310 596.0 737 46.3]
[307 'Wesleyan University' 'USA' 41.555412 -72.658423 117 130 54 210 986
 538 609 832.0 737 46.3]
[308 'University of Pisa' 'Italy' 43.41667 10.71667 8 268 465 210 229 368
 200 266.0 426 46.3]
[309 'Autonomous University of Madrid' 'Spain' 20.96972 -89.62306 5 355
 449 210 228 245 310 261.0 426 46.29]
[310 'Medical University of Vienna' 'Austria' 34.747772 -92.320449 2 355
 478 210 275 242 283 238.0 426 46.29]
[311 'Stellenbosch University' 'South Africa' -33.931631 18.866881 3 355
 64 210 545 494 310 504.0 259 46.26]
[312 'Medical University of South Carolina' 'USA' 32.784491 -79.947178 118
 355 478 210 322 357 310 224.0 552 46.25]
[313 'Charles University in Prague' 'Czech Republic' 50.073497 14.43401 1
 337 478 210 243 231 220 256.0 637 46.23]
[314 'Kyungpook National University' 'South Korea' 35.886948 128.608835 8
 355 446 210 358 661 283 420.0 68 46.23]
[315 'University of Science, Malaysia' 'Malaysia' 5.354699 100.304658 1
 355 478 210 700 877 609 819.0 42 46.23]
[316 'University of Liège' 'Belgium' 30.22792 120.03306 6 135 478 136 313
 215 310 295.0 227 46.21]
[317 'University of Hull' 'United Kingdom' 53.771519 -0.369283 27 287 253
 158 612 554 493 256.0 552 46.21]
[318 'Northeastern University' 'USA' 42.339439 -71.087588 119 295 171 210
 383 307 250 375.0 115 46.2]
[319 'Kansas State University' 'USA' 39.23099 -96.585798 120 116 165 210
 348 313 220 346.0 259 46.2]
[320 'University of Vermont' 'USA' 44.211857 -72.681238 121 178 215 210
 364 300 406 277.0 373 46.2]
[321 'Rush University' 'USA' 41.873644 -87.669498 122 355 478 210 424 412
 150 247.0 737 46.18]
[322 'University of Louisville' 'USA' 38.220018 -85.752291 123 355 389 210
 335 383 406 295.0 138 46.15]
[323 'University of St Andrews' 'United Kingdom' 32.637259 74.159491 28
 125 478 210 317 193 363 281.0 280 46.15]
[324 'University of Warwick' 'United Kingdom' 52.379313 -1.560425 29 198
 394 210 224 253 200 326.0 259 46.13]
[325 'University of Rome Tor Vergata' 'Italy' 41.831628 12.620749 9 355
 478 210 260 260 283 261.0 737 46.13]
[326 'University of Innsbruck' 'Austria' 47.849522 13.341994 3 190 415 115
 413 225 310 281.0 373 46.12]
[327 'Darmstadt University of Technology' 'Germany' 30.22792 120.03306 29
 55 258 210 374 417 493 420.0 227 46.11]
[328 'Indian Institute of Technology Delhi' 'India' 28.544418 77.1893 1
 355 57 210 644 928 800 756.0 426 46.1]
[329 'Federal University of Rio de Janeiro' 'Brazil' -22.86285 -43.22884 2
 261 120 210 304 326 493 402.0 181 46.08]
[330 'University of Antwerp' 'Belgium' 44.199711 -75.607657 7 355 478 210
 258 314 220 274.0 373 46.08]
[331 'National and Kapodistrian University of Athens' 'Greece' -20.161398
 28.642805 1 355 246 210 248 433 310 306.0 737 46.06]
[332 'Boston College' 'USA' 42.336146 -71.170228 124 355 95 210 548 380
 200 386.0 338 46.06]
[333 'Vita-Salute San Raffaele University' 'Italy' 45.506632 9.265556 10
 355 478 210 484 303 310 238.0 737 46.06]
[334 'Gwangju Institute of Science and Technology' 'South Korea' 38.992518
 -76.938904 9 355 478 210 528 565 406 543.0 57 46.02]
[335 'University of Nebraska–Lincoln' 'USA' 30.22792 120.03306 125 154 256
 210 272 246 250 337.0 426 46.02]
[336 'University of York' 'United Kingdom' 53.94975 -1.013688 30 355 478
 210 272 209 159 295.0 481 45.99]
[337 'National Autonomous University of Mexico' 'Mexico' 19.32889
 -99.18722 1 299 478 210 181 204 406 326.0 481 45.99]
[338 'University of Regensburg' 'Germany' 32.637259 74.159491 30 355 382
 210 303 248 310 277.0 737 45.98]
[339 'Yokohama National University' 'Japan' 35.489014 139.683801 16 52 135
 126 841 812 609 749.0 338 45.97]
[340 'University of Adelaide' 'Australia' -34.918468 138.604334 8 201 400
 210 244 254 283 313.0 737 45.97]
[341 'University of Genoa' 'Italy' 42.09235 -88.69662 11 355 478 210 291
 429 250 281.0 373 45.95]
[342 "Queen's University Belfast" 'United Kingdom' 54.584212 -5.936432 31
 169 399 210 308 284 283 295.0 737 45.95]
[343 'University of Marburg' 'Germany' 32.637259 74.159491 31 290 478 209
 328 237 283 293.0 259 45.92]
[344 'University of Pavia' 'Italy' 30.22792 120.03306 12 276 385 206 329
 359 283 288.0 637 45.92]
[345 "St George's, University of London" 'United Kingdom' 51.427636
 -0.175044 32 355 478 210 525 459 310 256.0 552 45.91]
[346 'University of Oregon' 'USA' 44.045695 -123.072004 126 334 478 210
 370 205 200 281.0 637 45.89]
[347 'University of Navarra' 'Spain' 42.716029 -1.707935 6 355 72 210 582
 734 800 523.0 426 45.88]
[348 'San Diego State University' 'USA' 32.672135 -115.492141 127 240 187
 210 480 290 200 341.0 481 45.88]
[349 'Nankai University' 'China' 39.103306 117.166954 10 318 168 210 311
 456 493 361.0 280 45.87]
[350 'University of East Anglia' 'United Kingdom' 52.625635 1.239569 33
 187 478 174 356 210 187 318.0 637 45.87]
[351 'University of Nebraska Medical Center' 'USA' 41.255173 -95.977402
 128 355 478 210 469 395 363 339.0 128 45.83]
[352 'University of Southern Denmark' 'Denmark' 55.36998 10.42806 4 355
 478 210 380 316 310 290.0 280 45.83]
[353 'Eindhoven University of Technology' 'Netherlands' 30.22792 120.03306
 11 355 315 181 296 555 310 334.0 307 45.82]
[354 'Xiamen University' 'China' 2.831741 101.702224 11 355 100 210 371
 507 609 472.0 307 45.8]
[355 'University of Otago' 'New Zealand' -45.864649 170.510747 2 355 372
 210 318 338 220 313.0 637 45.8]
[356 'University of Santiago de Compostela' 'Spain' 42.88064 -8.5445 7 355
 478 210 373 634 406 386.0 100 45.79]
[357 'University of Exeter' 'United Kingdom' 50.736842 -3.533609 34 250
 371 210 309 188 406 322.0 481 45.79]
[358 'University of Jena' 'Germany' 31.6914 -92.12982 32 355 478 210 278
 255 363 311.0 426 45.79]
[359 'University of Perugia' 'Italy' 30.22792 120.03306 13 355 478 210 367
 341 406 281.0 637 45.78]
[360 'Justus Liebig University Giessen' 'Germany' 50.580537 8.677046 33
 355 478 210 336 349 363 318.0 204 45.78]
[361 'College of William and Mary' 'USA' 37.271396 -76.713381 129 355 82
 210 639 442 310 523.0 637 45.77]
[362 'Ben-Gurion University of the Negev' 'Israel' 30.85154 34.7834 5 355
 478 165 280 382 406 386.0 138 45.76]
[363 'Saint Louis University' 'USA' 38.636392 -90.233704 130 355 342 195
 468 287 493 318.0 227 45.75]
[364 'Colorado School of Mines' 'USA' 38.996664 -105.547822 131 355 76 210
 653 577 310 596.0 637 45.74]
[365 'Oklahoma State University–Stillwater' 'USA' 35.551306 -97.407196 132
 221 111 210 427 623 310 472.0 307 45.74]
[366 'University of Guelph' 'Canada' 43.531457 -80.230164 15 355 478 210
 319 289 125 349.0 373 45.74]
[367 'University of Trieste' 'Italy' 45.65869 13.79342 14 355 478 210 378
 295 283 295.0 426 45.73]
[368 'University of Verona' 'Italy' 42.988199 -89.536182 15 355 478 210
 509 489 220 290.0 737 45.71]
[369 'University at Albany, SUNY' 'USA' 14.627283 121.057413 133 161 478
 161 402 372 187 355.0 338 45.7]
[370 'Tongji University' 'China' 31.28553 121.5075 12 152 102 210 401 547
 609 690.0 204 45.7]
[371 'Eötvös Loránd University' 'Hungary' 47.494366 19.061765 1 87 478 104
 539 403 250 430.0 637 45.69]
[372 'University of Alabama - Tuscaloosa' 'USA' 33.212722 -87.538798 134
 312 137 210 513 499 283 409.0 338 45.69]
[373 'University of Eastern Finland' 'Finland' 12.503813 124.666418 2 355
 478 210 377 410 310 295.0 737 45.69]
[374 'Ewha Womans University' 'South Korea' 23.721592 90.420504 10 355 478
 210 474 505 609 452.0 89 45.67]
[375 'City University of Hong Kong' 'Hong Kong' 22.336533 114.174395 4 355
 478 210 255 893 493 343.0 259 45.67]
[376 'Tokyo Medical and Dental University' 'Japan' 35.70155 139.76446 17
 355 478 210 442 299 609 306.0 307 45.67]
[377 'University of Victoria' 'Canada' 48.465601 -123.30829 16 355 478 210
 320 337 363 313.0 737 45.66]
[378 'University of Buenos Aires' 'Argentina' -34.59972 -58.37306 1 192
 477 176 268 348 363 349.0 737 45.66]
[379 'University of Texas Medical Branch at Galveston' 'USA' 29.31081
 -94.7759 135 355 478 210 365 294 363 334.0 227 45.66]
[380 'Kyung Hee University' 'South Korea' 37.59675 127.05189 11 239 445
 210 398 626 609 569.0 84 45.66]
[381 'Hong Kong Polytechnic University' 'Hong Kong' 22.302696 114.178091 5
 355 189 210 261 764 406 395.0 481 45.65]
[382 'Saarland University' 'Germany' 49.412571 7.004529 34 355 370 210 390
 402 493 326.0 307 45.65]
[383 'Scuola Normale Superiore di Pisa' 'Italy' 43.71964 10.400624 16 229
 478 64 530 533 363 488.0 737 45.63]
[384 'University of Seville' 'Spain' 37.417451 -5.825343 8 355 478 210 339
 556 493 523.0 89 45.63]
[385 'Beijing Normal University' 'China' 39.95983 116.36854 13 51 478 210
 408 490 406 504.0 737 45.61]
[386 'Chiba University' 'Japan' 35.776105 139.90114 18 355 478 210 342 315
 406 343.0 204 45.6]
[387 'University of Ferrara' 'Italy' 30.22792 120.03306 17 355 478 210 399
 393 310 313.0 552 45.6]
[388 'University of Bari Aldo Moro' 'Italy' 41.12073 16.8684 18 355 478
 210 345 336 493 326.0 338 45.6]
[389 'Polytechnic University of Milan' 'Italy' -15.803231 35.027614 19 101
 203 186 360 532 609 504.0 280 45.59]
[390 'Temple University' 'USA' 39.981584 -75.14952 136 262 478 210 341 378
 493 355.0 194 45.59]
[391 'University of Turku' 'Finland' 60.45473 22.28725 3 355 478 210 320
 332 609 326.0 481 45.58]
[392 'Aalto University' 'Finland' 60.185227 24.825149 4 355 251 210 344
 434 609 460.0 138 45.58]
[393 'Simon Fraser University' 'Canada' 49.277662 -122.909535 17 355 478
 210 286 281 406 341.0 373 45.58]
[394 'Tianjin University' 'China' 39.110836 117.162853 14 355 87 210 406
 926 800 663.0 426 45.57]
[395 'Chalmers University of Technology' 'Sweden' 30.22792 120.03306 9 349
 332 210 359 435 493 337.0 737 45.57]
[396 'Middle East Technical University' 'Turkey' 39.911242 32.808859 1 355
 79 210 529 904 493 724.0 737 45.57]
[397 'Cranfield University' 'United Kingdom' 52.070288 -0.629019 35 355 71
 210 728 731 800 769.0 737 45.56]
[398 'York University' 'Canada' 43.773872 -79.500013 18 355 164 210 397
 396 250 409.0 737 45.55]
[399 "Xi'an Jiaotong University" 'China' 30.697847 104.052081 15 355 127
 210 307 595 800 642.0 181 45.55]
[400 'Chonnam National University' 'South Korea' 14.604211 120.99427 12
 355 478 210 411 652 363 430.0 115 45.55]
[401 'University of Central Florida' 'USA' 28.593648 -81.208169 137 355
 468 210 388 391 493 380.0 149 45.55]
[402 'University of Lorraine' 'France' 30.22792 120.03306 14 213 301 185
 300 361 493 442.0 181 45.55]
[403 'University of Bordeaux II' 'France' 44.80042 -0.59598 15 355 478 210
 440 385 363 322.0 426 45.54]
[404 'University of New Hampshire' 'USA' 43.13693 -70.931974 138 355 346
 131 511 277 200 366.0 637 45.53]
[405 'Versailles Saint-Quentin-en-Yvelines University' 'France' 48.811302
 2.148996 16 355 478 210 452 240 283 326.0 637 45.53]
[406 'Chonbuk National University' 'South Korea' 14.604211 120.99427 13
 355 478 210 512 741 800 618.0 78 45.51]
[407 'Kumamoto University' 'Japan' 32.805964 130.739073 19 279 325 210 473
 400 493 380.0 170 45.51]
[408 'Huazhong University of Science and Technology' 'China' 38.992518
 -76.938904 16 355 232 210 259 656 609 504.0 181 45.5]
[409 'Brunel University' 'United Kingdom' 51.532801 -0.473241 36 355 147
 210 486 612 609 420.0 481 45.5]
[410 'Polytechnic University of Catalonia' 'Spain' -15.803231 35.027614 9
 355 451 210 386 583 406 514.0 109 45.49]
[411 'National Chiao Tung University' 'Taiwan' nan nan 3 355 220 210 232
 638 609 442.0 737 45.49]
[412 'Southeast University' 'China' 31.270539 120.742202 17 158 409 210
 412 695 609 514.0 121 45.49]
[413 'Tokyo University of Science' 'Japan' 35.71339 139.76232 20 355 478
 210 504 516 406 402.0 128 45.48]
[414 'Catholic University of the Sacred Heart' 'Italy' -15.828369
 35.180217 20 355 478 210 422 500 609 326.0 737 45.47]
[415 'Brigham Young University' 'USA' 40.257028 -111.647616 139 288 444
 210 495 423 283 415.0 149 45.47]
[416 'Technical University of Madrid' 'Spain' -4.038015 39.669401 10 206
 200 210 478 672 609 749.0 109 45.47]
[417 'Nagasaki University' 'Japan' 32.763367 129.87662 21 274 128 210 567
 579 493 514.0 307 45.46]
[418 'National Tsing Hua University' 'Taiwan' nan nan 4 244 478 210 230
 406 493 386.0 552 45.46]
[419 'University of Warsaw' 'Poland' 52.24022 21.01884 1 119 478 145 400
 488 363 402.0 637 45.45]
[420 'King Saud University' 'Saudi Arabia' 24.717099 46.619397 1 355 133
 210 611 537 800 897.0 115 45.45]
[421 'University of Bath' 'United Kingdom' 51.376944 -2.325223 37 355 352
 210 387 379 310 355.0 552 45.44]
[422 'Concordia University' 'Canada' 45.569975 -122.636855 19 355 110 210
 540 687 493 543.0 552 45.44]
[423 'Georgia Regents University' 'USA' 32.41562 -81.783096 140 355 478
 210 579 471 310 334.0 737 45.43]
[424 'Niigata University' 'Japan' 37.909525 139.040458 22 355 217 210 503
 506 363 420.0 204 45.43]
[425 'University of Oulu' 'Finland' 66.370186 29.311749 5 253 354 210 426
 360 493 361.0 373 45.43]
[426 'Pompeu Fabra University' 'Spain' 42.613888 2.428047 11 355 478 210
 409 184 609 343.0 481 45.43]
[427 'Vienna University of Technology' 'Austria' 30.22792 120.03306 4 351
 413 210 381 365 406 420.0 159 45.43]
[428 'Sogang University' 'South Korea' 39.63389 125.15417 14 355 478 210
 781 792 800 889.0 68 45.43]
[429 'Gyeongsang National University' 'South Korea' 35.156051 128.101439
 15 355 478 210 626 663 800 618.0 84 45.43]
[430 'University of Tampere' 'Finland' 30.22792 120.03306 6 355 235 210
 554 461 493 370.0 637 45.41]
[431 'University of Milan - Bicocca' 'Italy' nan nan 21 355 478 210 404
 328 406 355.0 280 45.41]
[432 'University of Bordeaux I' 'France' 44.80042 -0.59598 17 355 478 210
 327 228 406 361.0 426 45.41]
[433 'Swedish University of Agricultural Sciences' 'Sweden' 13.0331
 77.586519 10 355 478 210 376 266 363 346.0 737 45.4]
[434 'George Mason University' 'USA' 38.830627 -77.311707 141 355 478 97
 449 374 283 415.0 637 45.4]
[435 'Jilin University' 'China' 43.84578 125.286818 18 224 469 210 270 467
 493 395.0 373 45.4]
[436 'University of Delhi' 'India' 28.688152 77.214808 2 263 88 210 701
 732 800 769.0 637 45.4]
[437 'University of Campinas' 'Brazil' -22.8164 -47.06879 3 355 478 210
 297 534 406 386.0 227 45.39]
[438 'Wuhan University' 'China' 30.524318 114.344431 19 355 228 210 310
 627 609 420.0 481 45.39]
[439 'West Virginia University' 'USA' 39.63595 -79.95545 142 314 180 210
 441 419 406 430.0 637 45.39]
[440 'Pusan National University' 'South Korea' 14.604211 120.99427 16 355
 422 210 395 511 363 496.0 128 45.38]
[441 'University of Mississippi - Oxford Campus' 'USA' 34.364824
 -89.542242 143 355 478 210 384 478 220 361.0 552 45.38]
[442 'University of Arkansas for Medical Sciences' 'USA' 34.74947
 -92.31989 144 355 478 210 488 542 609 349.0 280 45.37]
[443 'Miami University' 'USA' 39.507443 -84.729762 145 355 104 210 712 501
 406 642.0 737 45.37]
[444 'University of Tokushima' 'Japan' 30.22792 120.03306 23 109 478 210
 603 455 493 504.0 149 45.36]
[445 'University of Twente' 'Netherlands' 52.23881 6.85035 12 355 478 210
 343 477 363 366.0 338 45.36]
[446 'Loyola University Chicago' 'USA' 29.935761 -90.120517 146 355 350
 210 538 414 609 349.0 737 45.36]
[447 'Ajou University' 'South Korea' 37.28129 127.04564 17 355 343 210 646
 802 609 663.0 94 45.35]
[448 'Syracuse University' 'USA' 43.020065 -76.120587 147 129 249 210 459
 479 310 488.0 338 45.34]
[449 'Lancaster University' 'United Kingdom' 54.012328 -2.789786 38 355
 339 210 372 398 250 380.0 637 45.33]
[450 'Pontifical Catholic University of Chile' 'Chile' 18.2019 -67.13907 1
 330 263 210 450 310 493 395.0 426 45.33]
[451 'University of Chile' 'Chile' -39.80741 -73.25106 2 232 278 210 416
 375 493 409.0 552 45.29]
[452 'Innsbruck Medical University' 'Austria' -4.42808 15.349372 5 355 478
 210 482 401 800 349.0 637 45.29]
[453 'University of Granada' 'Spain' 30.22792 120.03306 12 355 478 210 316
 451 310 442.0 194 45.29]
[454 'Kanazawa University' 'Japan' 36.572675 136.632165 24 355 327 210 455
 409 493 375.0 373 45.29]
[455 'University of Parma' 'Italy' 44.647714 10.08357 22 355 431 210 421
 440 310 372.0 637 45.28]
[456 'University of Siena' 'Italy' 43.30831 11.330078 23 355 478 210 407
 356 310 366.0 737 45.27]
[457 'Shandong University' 'China' 32.4333 121.2666 20 355 466 210 245 588
 493 437.0 481 45.27]
[458 'Technical University of Dortmund' 'Germany' -4.038015 39.669401 35
 355 478 210 454 539 406 430.0 170 45.26]
[459 'University of KwaZulu-Natal' 'South Africa' -29.619121 30.396114 4
 355 142 210 584 436 310 554.0 737 45.26]
[460 'University of Nevada, Reno' 'USA' 39.54158 -119.81491 148 355 347
 210 516 325 250 380.0 637 45.26]
[461 'Yokohama City University' 'Japan' 35.489014 139.683801 25 355 196
 210 650 362 800 460.0 338 45.26]
[462 'École normale supérieure de Lyon' 'France' -17.535038 -149.541249 18
 355 478 126 489 220 493 395.0 737 45.25]
[463 'University College Cork' 'Ireland' 51.89291 -8.49289 3 355 359 210
 423 464 406 420.0 227 45.25]
[464 'Ohio University' 'USA' 39.326269 -82.100329 149 196 176 210 568 474
 493 554.0 280 45.25]
[465 'Central South University' 'China' 30.313525 -97.709018 21 355 162
 210 330 855 609 596.0 373 45.24]
[466 'University of Modena and Reggio Emilia' 'Italy' nan nan 24 355 478
 210 435 485 310 370.0 637 45.23]
[467 'New Mexico State University' 'USA' 35.95422 -90.45997 150 355 369
 210 677 630 200 386.0 737 45.23]
[468 'University of Konstanz' 'Germany' 47.693044 9.123879 36 355 478 157
 475 347 493 395.0 481 45.22]
[469 'University of Hawaii at Manoa' 'USA' 21.297905 -157.817597 151 355
 379 148 451 211 363 452.0 373 45.22]
[470 'University of Nebraska Omaha' 'USA' 41.255173 -95.977402 152 355 349
 210 643 521 406 372.0 737 45.22]
[471 'Shinshu University' 'Japan' 33.59246 130.83497 26 355 333 210 564
 568 283 442.0 204 45.22]
[472 'University of Strathclyde' 'United Kingdom' 55.862199 -4.240622 39
 355 245 210 382 454 406 460.0 426 45.22]
[473 'Baylor University' 'USA' 31.550621 -97.115665 153 355 351 210 578
 566 220 395.0 637 45.21]
[474 'Polytechnic University of Valencia' 'Spain' -15.803231 35.027614 13
 355 478 210 361 468 609 430.0 204 45.21]
[475 'Harbin Institute of Technology' 'China' 45.750195 126.632724 22 355
 289 210 283 875 609 496.0 338 45.21]
[476 'University of Rennes 1' 'France' 30.22792 120.03306 19 355 478 210
 351 355 609 402.0 307 45.2]
[477 'University of Arkansas - Fayetteville' 'USA' 36.065887 -94.174367
 154 189 260 210 506 513 310 482.0 373 45.2]
[478 'Aristotle University of Thessaloniki' 'Greece' 40.63064 22.95878 2
 355 478 210 334 649 493 386.0 637 45.2]
[479 'Jagiellonian University' 'Poland' 28.077051 -82.43741 2 355 478 210
 396 466 609 375.0 552 45.19]
[480 'Texas Tech University (TTU)' 'USA' 36.175448 -85.507645 155 355 277
 210 392 508 250 460.0 552 45.19]
[481 'University of Rostock' 'Germany' 54.07541 12.09848 37 352 478 210
 433 615 800 380.0 338 45.19]
[482 'University of Akron' 'USA' 41.075021 -81.512129 156 355 421 210 637
 660 609 596.0 121 45.18]
[483 'University of Saskatchewan' 'Canada' 52.133617 -106.625847 20 320
 380 210 337 427 310 442.0 373 45.18]
[484 'Juntendo University' 'Japan' 35.70221 139.76066 27 355 478 210 645
 482 406 366.0 737 45.18]
[485 'University of Wyoming' 'USA' 41.314597 -105.574608 157 355 224 210
 531 327 363 472.0 426 45.18]
[486 'Macquarie University' 'Australia' 41.513101 -81.607469 9 355 452 210
 416 292 283 409.0 552 45.18]
[487 'University of Canterbury' 'New Zealand' -43.524699 172.581266 3 173
 154 210 561 426 493 628.0 737 45.17]
[488 'University of Denver' 'USA' 39.685263 -104.964786 158 283 141 210
 906 487 493 628.0 552 45.16]
[489 'Illinois Institute of Technology' 'USA' 41.833835 -87.626077 159 251
 123 210 767 718 800 716.0 737 45.15]
[490 'Creighton University' 'USA' 41.263751 -95.948521 160 355 478 210 792
 618 250 375.0 637 45.15]
[491 'Bielefeld University' 'Germany' 52.036507 8.489864 38 355 478 210
 487 370 493 375.0 737 45.15]
[492 'University of Malaya' 'Malaysia' 3.122 101.65371 2 355 115 210 670
 910 493 769.0 426 45.15]
[493 'University of Ulsan' 'South Korea' 35.519406 129.429083 18 355 247
 210 437 662 609 460.0 637 45.14]
[494 'City University London' 'United Kingdom' 51.527574 -0.10275 40 355
 103 210 808 868 800 874.0 637 45.14]
[495 'Grenoble Institute of Technology' 'France' 14.629227 121.225353 20
 355 478 210 340 525 609 430.0 307 45.14]
[496 'Federal University of Minas Gerais' 'Brazil' -19.8719 -43.96625 4
 355 462 210 430 476 493 514.0 170 45.14]
[497 'University of Hanover' 'Germany' 18.41667 -78.13333 39 355 392 210
 431 527 406 452.0 259 45.14]
[498 'South China University of Technology' 'China' 31.8204 117.27665 23
 355 292 210 403 650 493 514.0 227 45.12]
[499 'University of Surrey' 'United Kingdom' 51.236743 -0.607287 41 195
 234 210 414 548 406 569.0 338 45.12]
[500 'Otto-von-Guericke University Magdeburg' 'Germany' 52.139776
 11.642792 40 355 478 210 483 619 493 420.0 259 45.11]
[501 'Indian Institute of Science' 'India' 13.022956 77.566228 3 355 478
 210 305 495 609 472.0 280 45.11]
[502 'Tokyo Metropolitan University' 'Japan' 35.65238 139.72661 28 355 322
 210 550 450 310 420.0 637 45.11]
[503 'Bar-Ilan University' 'Israel' 32.06495 34.84665 6 266 408 210 415
 392 609 482.0 259 45.11]
[504 'Mississippi State University' 'USA' 33.45413 -88.790369 161 141 157
 210 580 617 609 739.0 481 45.11]
[505 'University of Maryland, Baltimore County' 'USA' 39.29037 -76.62529
 162 355 478 210 554 377 363 402.0 373 45.1]
[506 'University of Wollongong' 'Australia' -34.404905 150.877839 10 355
 274 210 445 460 609 488.0 338 45.1]
[507 'Flinders University' 'Australia' -35.025542 138.573032 11 82 478 210
 551 573 609 605.0 637 45.1]
[508 'Martin Luther University of Halle-Wittenberg' 'Germany' 51.471863
 11.97938 41 345 478 202 385 340 800 409.0 737 45.1]
[509 'Graduate University for Advanced Studies' 'Japan' 43.025216
 -88.188282 29 355 478 210 607 269 493 386.0 737 45.09]
[510 'Clemson University' 'USA' 34.661781 -82.843975 163 355 478 210 424
 470 493 402.0 737 45.09]
[511 'University of Brescia' 'Italy' 37.768937 -87.111386 25 355 478 210
 576 604 609 386.0 737 45.07]
[512 'Georgia State University' 'USA' 33.754533 -84.386099 164 355 434 210
 465 504 363 437.0 426 45.07]
[513 'Dongguk University' 'South Korea' 37.5601 126.9984 19 355 395 210
 954 915 800 979.0 89 45.07]
[514 'University of Fribourg' 'Switzerland' 46.793058 7.157106 8 208 209
 210 727 405 406 554.0 552 45.05]
[515 'Sichuan University' 'China' 30.738864 102.695767 24 355 478 210 306
 530 800 472.0 373 45.05]
[516 'University of Iceland' 'Iceland' 64.779262 -18.673522 1 355 478 210
 629 311 310 409.0 737 45.05]
[517 'University of Sherbrooke' 'Canada' 30.22792 120.03306 21 355 478 210
 446 437 406 415.0 637 45.05]
[518 'University of Graz' 'Austria' 47.07806 15.44917 6 338 429 197 526
 524 406 437.0 481 45.04]
[519 'University of Málaga' 'Spain' 30.22792 120.03306 14 355 478 210 428
 755 609 724.0 121 45.04]
[520 'University of Zaragoza' 'Spain' 30.22792 120.03306 15 354 441 210
 350 684 493 488.0 338 45.04]
[521 'New York Medical College' 'USA' 41.08409 -73.81092 165 355 478 210
 726 594 493 402.0 481 45.04]
[522 'SUNY Downstate Medical Center' 'USA' 40.654531 -73.945084 166 355
 478 150 736 411 609 442.0 737 45.03]
[523 'École Centrale Paris' 'France' 48.86508 2.35657 21 355 108 210 995
 837 800 923.0 637 45.03]
[524 'Utah State University' 'USA' 41.749761 -111.806348 167 156 419 210
 553 473 363 531.0 307 45.03]
[525 'University of Ljubljana' 'Slovenia' 30.22792 120.03306 1 355 478 210
 346 449 310 460.0 737 45.02]
[526 'University of Montpellier 1' 'France' 30.22792 120.03306 22 355 478
 210 429 324 493 430.0 737 45.02]
[527 'Victoria University of Wellington' 'New Zealand' -36.848278
 174.767744 4 296 161 210 630 441 609 675.0 637 45.01]
[528 'East China University of Science and Technology' 'China' 38.992518
 -76.938904 25 355 478 210 444 808 609 496.0 204 45.01]
[529 'Konkuk University' 'South Korea' 36.94938 127.90764 20 355 403 210
 564 730 800 724.0 128 45.01]
[530 'University of Potsdam' 'Germany' 44.668787 -74.985143 42 355 478 210
 491 329 609 420.0 637 45.01]
[531 'University of the Basque Country' 'Spain' 43.33006 -2.96528 16 355
 478 210 325 418 493 482.0 426 45.01]
[532 'University of Nice Sophia Antipolis' 'France' 44.943012 -93.191637
 23 252 478 210 467 265 609 460.0 373 45.01]
[533 'University of Udine' 'Italy' 30.22792 120.03306 26 355 478 210 583
 397 609 415.0 552 45.01]
[534 'National Yang-Ming University' 'Taiwan' nan nan 5 355 478 210 355
 502 406 452.0 737 45.01]
[535 'Indian Institute of Technology Bombay' 'India' 28.544418 77.1893 4
 355 478 210 522 785 609 724.0 121 45.0]
[536 'University of Bayreuth' 'Germany' 49.9274 11.585129 43 355 478 210
 442 293 310 452.0 552 44.99]
[537 'University of Wisconsin–Milwaukee' 'USA' 30.22792 120.03306 168 218
 273 210 537 491 406 536.0 737 44.99]
[538 'University of Dayton' 'USA' 39.737888 -84.174748 169 335 140 210 991
 796 609 783.0 552 44.99]
[539 'Nihon University' 'Japan' 35.70025 139.75622 30 307 474 210 573 611
 800 642.0 149 44.98]
[540 'Montana State University - Bozeman' 'USA' 45.670643 -111.065812 170
 355 344 210 557 354 363 472.0 637 44.98]
[541 'Royal Holloway, University of London' 'United Kingdom' 51.425885
 -0.563789 42 355 478 210 560 317 406 442.0 373 44.98]
[542 "Tokyo Women's Medical University" 'Japan' 35.69801 139.72015 31 355
 478 210 763 609 493 460.0 259 44.98]
[543 'Panjab University' 'India' 34.38795 67.02327 5 332 212 210 708 722
 363 569.0 737 44.97]
[544 'Tampere University of Technology' 'Finland' 30.22792 120.03306 7 355
 136 210 819 670 800 819.0 737 44.97]
[545 'University of Coimbra' 'Portugal' -15.28419 -8.4265 3 348 478 210
 420 415 609 452.0 481 44.97]
[546 'University of Newcastle' 'Australia' -32.8818 151.6846 12 355 478
 210 434 475 609 442.0 637 44.97]
[547 'Nara Institute of Science and Technology' 'Japan' 38.992518
 -76.938904 32 355 478 210 715 304 493 437.0 426 44.96]
[548 'Auburn University' 'USA' 35.915033 -78.912063 171 355 261 210 463
 585 310 585.0 373 44.96]
[549 'University of Bremen' 'Germany' 33.70895 -85.14935 44 355 478 210
 439 296 363 460.0 552 44.96]
[550 'Mahidol University' 'Thailand' 13.79493 100.32562 2 355 478 210 479
 366 406 442.0 737 44.96]
[551 'University of Crete' 'Greece' 35.308131 25.082932 3 355 478 210 481
 497 406 442.0 737 44.96]
[552 'Bangor University' 'United Kingdom' 53.22898 -4.130632 43 246 360
 210 624 526 609 504.0 373 44.95]
[553 'University of Aveiro' 'Portugal' 30.22792 120.03306 4 355 478 210
 419 659 609 605.0 170 44.95]
[554 'University of Palermo' 'Italy' 37.878646 13.409773 27 355 478 210
 447 590 800 452.0 552 44.94]
[555 'Nagoya City University' 'Japan' 35.137938 136.926544 33 355 306 210
 764 531 310 531.0 307 44.94]
[556 'University of Tartu' 'Estonia' 58.38108 26.71982 1 353 478 210 600
 388 406 496.0 259 44.94]
[557 'University of Savoy' 'France' 40.06012 -88.25542 24 355 478 210 505
 453 406 452.0 552 44.94]
[558 'University of Tromsø - The Arctic University of Norway' 'Norway'
 30.22792 120.03306 4 355 478 210 493 413 310 460.0 737 44.94]
[559 'University of Missouri–Kansas City' 'USA' 38.66566 -90.3315 172 286
 357 210 638 430 800 488.0 552 44.93]
[560 'Beihang University' 'China' 28.077051 -82.43741 26 355 254 210 523
 881 609 800.0 170 44.93]
[561 'American University of Beirut' 'Lebanon' 33.899488 35.483632 1 103
 205 210 892 850 800 849.0 737 44.93]
[562 'University of Nantes' 'France' 30.22792 120.03306 25 355 478 210 492
 404 310 482.0 426 44.93]
[563 'University of Essex' 'United Kingdom' 51.877208 0.947675 44 106 335
 210 710 651 406 642.0 737 44.92]
[564 'University of Zagreb' 'Croatia' 45.842155 16.022855 1 355 478 210
 572 528 406 460.0 426 44.92]
[565 'National Central University' 'Taiwan' 14.604211 120.99427 6 204 478
 210 369 438 609 523.0 637 44.92]
[566 'University Lille 1: Sciences and Technologies' 'France' 49.293335
 2.306689 26 355 478 210 394 408 363 496.0 481 44.92]
[567 'University of Catania' 'Italy' 37.696228 15.010977 28 355 478 210
 436 750 493 472.0 737 44.91]
[568 'National Polytechnic Institute of Toulouse' 'France' 42.730302
 -73.678772 27 355 201 210 499 705 800 663.0 737 44.91]
[569 'Indian Institute of Technology Kanpur' 'India' 26.519419 80.240028 6
 153 308 210 536 846 609 724.0 227 44.91]
[570 'Kagoshima University' 'Japan' 31.567073 130.556069 34 355 211 210
 694 648 493 642.0 373 44.9]
[571 'Lanzhou University' 'China' 36.050357 103.850246 27 355 478 210 389
 667 493 496.0 481 44.9]
[572 'James Cook University' 'Australia' -19.325489 146.755689 13 355 478
 210 510 238 363 488.0 552 44.9]
[573 'Shizuoka University' 'Japan' 34.965566 138.431414 35 355 478 210 586
 589 406 703.0 149 44.89]
[574 'Indian Institute of Technology Kharagpur' 'India' 22.311993
 87.309983 7 355 201 210 501 966 800 703.0 426 44.89]
[575 'Second University of Naples' 'Italy' 12.033966 79.858722 29 355 478
 210 544 598 609 460.0 737 44.89]
[576 'Indian Institute of Technology Madras' 'India' 28.544418 77.1893 8
 355 206 210 532 928 406 756.0 280 44.89]
[577 'Plymouth University' 'United Kingdom' 50.375633 -4.140116 45 355 437
 210 534 425 493 514.0 426 44.88]
[578 'International School for Advanced Studies' 'Italy' 10.679027
 -61.557418 30 355 478 210 595 407 609 472.0 737 44.87]
[579 'Polytechnic University of Turin' 'Italy' -15.803231 35.027614 31 355
 478 210 464 773 800 642.0 181 44.85]
[580 'University of Oviedo' 'Spain' 28.6576 -81.18688 17 355 478 210 437
 465 493 514.0 426 44.85]
[581 'Ehime University' 'Japan' 33.767778 132.906995 36 355 324 210 585
 564 493 554.0 338 44.85]
[582 'University of Ioannina' 'Greece' 30.22792 120.03306 4 355 478 210
 569 828 609 482.0 737 44.85]
[583 'University of Cagliari' 'Italy' 39.283276 9.281517 32 355 478 210
 514 536 800 488.0 552 44.85]
[584 'Tottori University' 'Japan' 35.522167 134.171906 37 355 199 210 846
 710 493 724.0 373 44.85]
[585 'Federal University of Rio Grande do Sul' 'Brazil' -30.03384
 -51.21857 5 355 478 210 418 632 406 514.0 552 44.85]
[586 'Kent State University' 'USA' 41.268102 -81.392976 173 355 478 210
 616 431 363 496.0 481 44.85]
[587 'University of Los Andes (Colombia)' 'Colombia' nan nan 1 355 150 210
 902 550 406 889.0 637 44.85]
[588 'Hunan University' 'China' 28.188136 112.943469 28 355 294 210 500
 915 800 569.0 737 44.84]
[589 'Tokai University' 'Japan' 35.994754 138.171849 38 355 478 210 697
 608 493 488.0 481 44.84]
[590 'LSU Health Sciences Center New Orleans' 'USA' 39.654821 -79.958218
 174 355 478 210 796 549 609 482.0 552 44.84]
[591 'Southern Illinois University Carbondale' 'USA' 37.71311 -89.21869
 175 191 478 210 571 518 800 531.0 552 44.83]
[592 'Tata Institute of Fundamental Research' 'India' 17.44325 78.31062 9
 355 478 210 458 420 310 523.0 737 44.83]
[593 'Aalborg University' 'Denmark' 57.01517 9.98682 5 355 384 210 606 633
 363 543.0 426 44.83]
[594 'Osaka Prefecture University' 'Japan' 34.685181 135.557903 39 355 316
 210 646 682 609 675.0 204 44.83]
[595 'Chang Gung University' 'Taiwan' 22.90472 120.27306 7 355 478 210 357
 582 800 536.0 737 44.82]
[596 'Northern Illinois University' 'USA' 41.937424 -88.76989 176 355 259
 210 671 602 363 642.0 481 44.82]
[597 'University of Trento' 'Italy' 46.06682 11.12326 33 355 478 210 490
 569 609 504.0 737 44.82]
[598 'Semmelweis University' 'Hungary' 50.809611 12.550945 2 355 478 210
 668 517 493 496.0 552 44.82]
[599 'University of Science and Technology Beijing' 'China' -0.615621
 30.656405 29 355 166 210 592 928 493 897.0 373 44.82]
[600 'National University of Ireland, Galway' 'Ireland' 53.276423
 -9.058512 4 355 478 210 593 597 609 531.0 307 44.82]
[601 'Dankook University' 'South Korea' 28.077051 -82.43741 21 355 478 210
 896 934 609 897.0 121 44.82]
[602 'Istanbul University' 'Turkey' 41.015778 28.960412 2 255 337 210 681
 580 609 554.0 737 44.81]
[603 'Tokyo University of Agriculture and Technology' 'Japan' 38.992518
 -76.938904 40 355 478 210 574 707 609 585.0 227 44.81]
[604 'University of Montana - Missoula' 'USA' 46.861451 -113.983171 177
 341 478 210 699 320 493 504.0 552 44.81]
[605 'Queensland University of Technology' 'Australia' -27.477755
 153.028851 14 355 478 210 457 733 493 523.0 552 44.81]
[606 'Binghamton University' 'USA' 42.08901 -75.967232 178 355 229 210 731
 610 800 675.0 737 44.8]
[607 'Université de Namur' 'Belgium' 50.465867 4.861789 8 143 312 210 830
 713 609 675.0 637 44.8]
[608 'University of Tasmania' 'Australia' -42.906671 147.321537 15 355 478
 210 461 278 609 531.0 737 44.8]
[609 'University of Pretoria' 'South Africa' -25.754256 28.232104 5 355
 233 210 597 557 493 716.0 481 44.8]
[610 'Central China Normal University' 'China' 30.526164 114.355532 30 355
 478 210 653 837 493 504.0 737 44.79]
[611 'Indian Institute of Technology Roorkee' 'India' 29.865441 77.897429
 10 355 307 210 845 846 609 554.0 737 44.79]
[612 'Curtin University' 'Australia' -31.999193 115.892852 16 355 478 210
 462 389 406 543.0 426 44.79]
[613 'Deakin University' 'Australia' -37.846869 145.114198 17 355 459 210
 556 678 609 536.0 637 44.79]
[614 'Tilburg University' 'Netherlands' 51.564458 5.074477 13 355 227 210
 605 861 609 716.0 737 44.78]
[615 'Inha University' 'South Korea' 37.451782 126.654964 22 355 387 210
 543 770 609 569.0 481 44.78]
[616 'University of New Orleans' 'USA' 30.03113 -90.064765 179 355 478 210
 907 806 493 504.0 737 44.78]
[617 'Paris-Est Créteil Val-de-Marne University' 'France' -33.040711
 -71.372477 28 355 435 210 710 581 800 536.0 737 44.77]
[618 "University of L'Aquila" 'Italy' 42.055818 13.592935 34 355 478 210
 617 643 800 514.0 737 44.77]
[619 'Chungnam National University' 'South Korea' 36.372169 127.346973 23
 355 478 210 472 561 493 585.0 307 44.77]
[620 'University of Salamanca' 'Spain' 42.16312 -78.72328 18 355 423 210
 558 558 363 569.0 737 44.77]
[621 'University of Alaska Fairbanks' 'USA' 64.859774 -147.827034 180 355
 478 210 608 339 609 523.0 737 44.77]
[622 'University of Poitiers' 'France' 46.566469 0.265732 29 236 478 143
 615 480 609 675.0 481 44.77]
[623 'Albany Medical College' 'USA' 42.654113 -73.777764 181 142 478 210
 993 753 609 605.0 737 44.76]
[624 'Birkbeck, University of London' 'United Kingdom' 51.521972 -0.130042
 46 281 478 180 718 343 493 569.0 737 44.76]
[625 'Griffith University' 'Australia' -27.546482 153.064293 18 355 478
 210 470 543 493 569.0 373 44.76]
[626 'Federal University of São Paulo' 'Brazil' -22.69776 -45.11842 6 355
 478 210 515 616 406 536.0 737 44.76]
[627 'Carleton University' 'Canada' 45.385619 -75.697214 22 355 478 210
 496 742 310 554.0 737 44.75]
[628 'Massey University' 'New Zealand' -40.384469 175.6165 5 355 448 210
 552 575 609 569.0 637 44.75]
[629 'Catholic University of Korea' 'South Korea' 37.48601 126.80154 24
 355 478 210 598 798 800 628.0 227 44.74]
[630 'Open University (UK)' 'United Kingdom' 24.869027 91.858196 47 355
 478 210 613 301 800 536.0 637 44.74]
[631 'University of Patras' 'Greece' 30.22792 120.03306 5 355 478 210 485
 674 406 554.0 552 44.74]
[632 'Universidade Nova de Lisboa' 'Portugal' 38.760024 -9.194109 5 355
 478 210 506 515 609 543.0 552 44.74]
[633 'Texas A&M Health Science Center' 'USA' 31.030974 -98.326329 182 355
 478 210 664 445 493 543.0 426 44.74]
[634 'Braunschweig University of Technology' 'Germany' 30.22792 120.03306
 45 207 478 210 541 369 609 605.0 481 44.74]
[635 'National Chung Hsing University' 'Taiwan' nan nan 8 355 364 210 405
 692 609 642.0 737 44.74]
[636 'La Trobe University' 'Australia' -36.749992 144.282538 19 355 439
 210 559 446 800 585.0 737 44.73]
[637 'Missouri University of Science and Technology' 'USA' 38.992518
 -76.938904 183 355 204 210 696 866 493 819.0 737 44.73]
[638 'University of Idaho' 'USA' 46.723697 -117.014544 184 355 478 210 640
 399 406 569.0 373 44.73]
[639 'Louisiana Tech University' 'USA' 32.532883 -92.651234 185 355 213
 210 931 864 406 769.0 737 44.73]
[640 'University of Portsmouth' 'United Kingdom' 50.793738 -1.097808 48
 355 478 210 759 697 310 543.0 637 44.73]
[641 'University of La Laguna' 'Spain' 14.159174 121.136654 19 355 478 210
 521 358 800 554.0 552 44.73]
[642 'Florida International University' 'USA' 25.75622 -80.375936 186 355
 478 210 502 484 363 569.0 637 44.73]
[643 'Medical University of Graz' 'Austria' 47.07806 15.44917 7 355 478
 210 622 673 800 543.0 481 44.72]
[644 'Howard University' 'USA' 38.921207 -77.020064 187 269 478 210 943
 599 406 703.0 204 44.72]
[645 'University of Hertfordshire' 'United Kingdom' 51.7531 -0.24176 49
 355 478 210 792 390 609 536.0 637 44.72]
[646 'State University of New York Upstate Medical University' 'USA'
 42.090665 -75.969782 188 355 478 210 748 593 406 543.0 552 44.72]
[647 'Royal College of Surgeons in Ireland' 'Ireland' 51.515126 -0.115887
 5 355 478 210 813 724 310 554.0 552 44.72]
[648 'National Technical University of Athens' 'Greece' 2.202113
 102.247069 6 167 478 210 498 938 493 663.0 737 44.72]
[649 'University of Windsor' 'Canada' 42.318259 -83.041857 23 355 239 210
 758 910 800 756.0 481 44.72]
[650 'Rovira i Virgili University' 'Spain' 41.1192 1.250799 20 355 478 210
 575 646 493 554.0 552 44.71]
[651 'University of Burgundy' 'France' 30.22792 120.03306 30 214 478 210
 524 541 800 605.0 737 44.71]
[652 'Gunma University' 'Japan' 36.5565 139.035028 41 355 478 210 599 519
 493 596.0 338 44.71]
[653 'AGH University of Science and Technology' 'Poland' 38.992518
 -76.938904 3 257 197 210 722 881 609 909.0 552 44.71]
[654 'Gifu University' 'Japan' 35.422492 136.752606 42 355 478 210 648 664
 493 569.0 426 44.71]
[655 'Hacettepe University' 'Turkey' 39.86886 32.735656 3 355 478 210 636
 636 406 554.0 737 44.71]
[656 'Örebro University' 'Sweden' 59.254484 15.24989 11 355 478 210 820
 771 406 543.0 737 44.7]
[657 'Memorial University of Newfoundland' 'Canada' 47.585846 -52.736858
 24 355 478 210 563 596 800 554.0 737 44.7]
[658 'Kindai University' 'Japan' 34.650539 135.715647 43 355 478 210 655
 721 493 585.0 373 44.7]
[659 'University of Rhode Island' 'USA' 41.484944 -71.531722 189 355 353
 210 649 373 406 628.0 737 44.7]
[660 'University of Alicante' 'Spain' 38.450686 -0.743851 21 355 478 210
 657 797 800 675.0 227 44.7]
[661 'New Jersey Institute of Technology' 'USA' 40.742872 -74.180712 190
 235 326 210 745 654 800 703.0 426 44.69]
[662 'Lille 2 University of Health and Law' 'France' nan nan 31 355 478
 210 854 624 800 543.0 637 44.69]
[663 'Keele University' 'United Kingdom' 53.003055 -2.269481 50 355 478
 210 635 535 406 569.0 737 44.69]
[664 'University of Jyväskylä' 'Finland' 30.22792 120.03306 8 355 478 210
 471 462 493 596.0 737 44.69]
[665 'Rochester Institute of Technology' 'USA' 25.122403 55.37797 191 355
 366 210 936 613 310 675.0 373 44.69]
[666 'Sapporo Medical University' 'Japan' -4.42808 15.349372 44 355 478
 210 929 823 609 618.0 280 44.69]
[667 'Banaras Hindu University' 'India' 25.266945 82.992249 11 237 285 210
 746 927 363 756.0 737 44.69]
[668 'King Abdullah University of Science and Technology' 'Saudi Arabia'
 38.992518 -76.938904 2 355 478 117 799 640 800 989.0 159 44.69]
[669 'Northeast Normal University' 'China' 14.587555 120.983332 31 355 478
 210 716 774 609 554.0 737 44.69]
[670 'Portland State University' 'USA' 45.511021 -122.686397 192 355 272
 210 784 540 800 739.0 481 44.68]
[671 'University of Québec at Montreal' 'Canada' nan nan 25 355 457 210
 534 546 406 628.0 737 44.68]
[672 'East China Normal University' 'China' 31.23029 121.41069 32 355 431
 210 477 614 800 663.0 481 44.68]
[673 'University of Debrecen' 'Hungary' 47.554325 21.623901 3 355 478 210
 660 586 406 585.0 552 44.68]
[674 'Loma Linda University' 'USA' 34.051314 -117.261165 193 355 478 210
 820 759 609 554.0 737 44.68]
[675 'Old Dominion University' 'USA' 36.886893 -76.305823 194 355 478 210
 717 622 406 596.0 426 44.68]
[676 'University of Insubria' 'Italy' 45.79802 8.85361 35 355 478 210 685
 600 609 569.0 737 44.67]
[677 'University of Nevada, Las Vegas' 'USA' 39.54158 -119.81491 195 355
 412 210 619 457 800 628.0 737 44.67]
[678 'Hong Kong Baptist University' 'Hong Kong' 22.38742 114.208222 6 355
 478 210 591 922 609 585.0 637 44.67]
[679 'University of Minho' 'Portugal' 41.56104 -8.39647 6 355 478 210 590
 641 363 642.0 338 44.67]
[680 'University of Messina' 'Italy' 38.19241 15.54611 36 355 478 210 577
 763 800 585.0 737 44.67]
[681 'University of Texas at Arlington' 'USA' 32.728204 -97.116494 196 355
 478 210 494 514 493 605.0 637 44.67]
[682 'University François Rabelais, Tours' 'France' 47.590027 1.336672 32
 188 478 210 684 503 609 663.0 481 44.67]
[683 'UNESP, São Paulo State University' 'Brazil' nan nan 7 355 478 210
 352 655 493 690.0 552 44.67]
[684 'Toho University' 'Japan' 33.43709 130.84924 45 355 478 154 800 788
 800 690.0 552 44.67]
[685 'Beijing University of Chemical Technology' 'China' nan nan 33 355
 405 210 619 974 800 749.0 259 44.67]
[686 'Rutgers, The State University of New Jersey - Newark' 'USA' nan nan
 197 355 478 210 855 498 609 569.0 737 44.66]
[687 'Johannes Kepler University of Linz' 'Austria' 48.337559 14.321552 8
 355 373 210 738 645 493 663.0 481 44.66]
[688 'Warsaw University of Technology' 'Poland' 30.22792 120.03306 4 333
 478 210 695 748 310 605.0 737 44.66]
[689 'University of Paris 13' 'France' 30.22792 120.03306 33 355 478 210
 672 783 609 585.0 737 44.66]
[690 'University of Toyama' 'Japan' 30.22792 120.03306 46 355 323 210 659
 736 609 675.0 737 44.66]
[691 'University of Toledo' 'USA' 41.620028 -83.616552 198 355 478 210 625
 553 800 618.0 373 44.66]
[692 'University of Vigo' 'Spain' 30.22792 120.03306 22 355 478 210 570
 786 406 618.0 481 44.66]
[693 'University of Kent' 'United Kingdom' 51.29531 1.065416 51 355 375
 210 656 458 609 663.0 737 44.65]
[694 'Jichi Medical University' 'Japan' -4.42808 15.349372 47 355 478 210
 894 621 609 585.0 552 44.65]
[695 'Roma Tre University' 'Italy' 41.85547 12.469258 37 355 478 210 632
 607 406 605.0 637 44.65]
[696 'Chung Yuan Christian University' 'Taiwan' nan nan 9 225 230 210 754
 952 800 897.0 737 44.65]
[697 'University of Haifa' 'Israel' 30.22792 120.03306 7 355 363 210 587
 448 609 690.0 552 44.65]
[698 'Åbo Akademi University' 'Finland' 60.45399 22.279288 9 355 478 210
 724 686 609 596.0 552 44.65]
[699 'Swansea University' 'United Kingdom' 51.60806 -3.977397 52 355 355
 210 533 544 609 703.0 552 44.65]
[700 'China Agricultural University' 'China' 29.534288 106.479305 34 355
 478 210 432 381 609 663.0 552 44.64]
[701 'Marche Polytechnic University' 'Italy' 28.14626 -81.846932 38 355
 478 210 666 639 800 596.0 737 44.64]
[702 'University of Maine, Orono' 'USA' 44.89632 -68.67236 199 329 478 210
 756 422 406 642.0 373 44.64]
[703 'Heriot-Watt University' 'United Kingdom' 55.913482 -3.319527 53 355
 381 210 602 601 609 690.0 552 44.64]
[704 'Marquette University' 'USA' 43.037355 -87.920215 200 355 216 210 909
 791 800 869.0 737 44.64]
[705 'Loughborough University' 'United Kingdom' 52.762223 -1.238885 54 355
 478 210 497 778 609 628.0 637 44.63]
[706 'Kaiserslautern University of Technology' 'Germany' 30.22792
 120.03306 46 355 478 210 652 483 800 605.0 737 44.63]
[707 'Aston University' 'United Kingdom' 52.485549 -1.889436 55 355 331
 210 839 879 493 739.0 338 44.63]
[708 'University of Girona' 'Spain' 42.061865 2.819328 23 355 478 210 682
 878 609 605.0 637 44.63]
[709 'Hasselt University' 'Belgium' 50.935484 5.334128 9 355 309 210 816
 892 609 703.0 737 44.63]
[710 'Nanjing University of Science and Technology' 'China' 38.992518
 -76.938904 35 355 243 210 852 938 406 843.0 637 44.63]
[711 'University of Natural Resources and Life Sciences, Vienna' 'Austria'
 nan nan 9 355 478 210 746 629 800 605.0 552 44.63]
[712 'University of Szeged' 'Hungary' 30.22792 120.03306 4 355 478 198 651
 765 800 618.0 552 44.63]
[713 'Soochow University (Suzhou)' 'China' nan nan 36 355 478 210 466 799
 800 642.0 737 44.63]
[714 'University of the Balearic Islands' 'Spain' 39.609284 2.964907 24
 355 478 210 634 529 406 628.0 552 44.63]
[715 'Fuzhou University' 'China' 26.06139 119.30611 37 355 420 210 786 974
 609 769.0 259 44.63]
[716 'University of Memphis' 'USA' 35.1187 -89.93731 201 355 390 210 782
 592 609 724.0 338 44.62]
[717 'San Francisco State University' 'USA' 37.72385 -122.479626 202 258
 478 210 876 496 800 628.0 737 44.62]
[718 'East Carolina University' 'USA' 35.608747 -77.369743 203 355 411 210
 686 676 800 690.0 481 44.62]
[719 'University of Augsburg' 'Germany' 32.637259 74.159491 47 355 478 210
 780 668 609 605.0 737 44.62]
[720 'University of Missouri–St. Louis' 'USA' nan nan 204 355 361 210 883
 522 406 703.0 552 44.62]
[721 'Kyoto Prefectural University of Medicine' 'Japan' nan nan 48 355 478
 210 823 712 609 605.0 737 44.62]
[722 'Shanghai University' 'China' 31.28553 121.5075 38 355 478 210 508
 925 609 642.0 637 44.62]
[723 'University of South Australia' 'Australia' -37.806214 140.766463 20
 355 280 210 663 795 800 819.0 426 44.62]
[724 'Liverpool John Moores University' 'United Kingdom' 53.412296
 -2.980904 56 355 478 210 744 421 609 618.0 737 44.61]
[725 'Graz University of Technology' 'Austria' 30.22792 120.03306 10 355
 478 210 686 683 493 628.0 552 44.61]
[726 'Kitasato University' 'Japan' 40.62239 141.23905 49 355 478 210 706
 510 800 618.0 737 44.61]
[727 'University of North Carolina at Charlotte' 'USA' 35.307659
 -80.734156 205 355 264 210 749 671 493 832.0 637 44.61]
[728 "G. d'Annunzio University, Chieti-Pescara" 'Italy' 42.368723
 14.146804 39 355 478 210 733 574 609 618.0 737 44.61]
[729 'University of Cantabria' 'Spain' 43.47363 -3.79904 25 355 478 210
 596 637 406 663.0 481 44.61]
[730 'Miguel Hernández University of Elche' 'Spain' 38.27628 -0.693246 26
 355 478 210 769 584 800 690.0 307 44.61]
[731 'Donghua University' 'China' 47.24501 124.64791 39 355 478 210 833
 952 250 690.0 481 44.61]
[732 'Comenius University in Bratislava' 'Slovak Republic' nan nan 1 355
 478 210 709 625 493 628.0 737 44.6]
[733 'University of Alabama in Huntsville' 'USA' 34.725084 -86.640445 206
 355 478 210 886 443 800 618.0 737 44.6]
[734 'Mie University' 'Japan' 34.448957 136.414169 50 355 478 210 805 834
 609 675.0 338 44.6]
[735 'University of Stirling' 'United Kingdom' 56.146981 -3.917376 57 355
 334 210 804 717 609 716.0 737 44.6]
[736 'Hunter College' 'USA' 40.768523 -73.963911 207 247 383 210 825 606
 800 739.0 737 44.6]
[737 'Swinburne University of Technology' 'Australia' -37.82208 145.03819
 21 355 478 210 658 447 493 642.0 737 44.6]
[738 'University of Ulster' 'United Kingdom' 55.146263 -6.679351 58 355
 478 210 940 895 493 739.0 259 44.6]
[739 "University of Évry Val d'Essonne" 'France' 48.532777 2.445185 34 355
 478 210 998 363 609 628.0 737 44.59]
[740 'University of Salerno' 'Italy' 30.22792 120.03306 40 355 478 210 518
 809 609 675.0 552 44.59]
[741 'National University of La Plata' 'Argentina' nan nan 2 355 476 210
 546 523 406 703.0 737 44.59]
[742 'Masaryk University' 'Czech Republic' 48.862239 2.207632 2 355 478
 210 667 567 800 642.0 737 44.59]
[743 'Yamaguchi University' 'Japan' 34.158384 131.460751 51 355 478 210
 719 735 609 716.0 307 44.59]
[744 'University of Yamanashi' 'Japan' 30.22792 120.03306 52 355 478 210
 858 895 406 663.0 481 44.59]
[745 'Showa University' 'Japan' 35.62792 138.53341 53 355 478 210 945 760
 609 628.0 737 44.59]
[746 'North Dakota State University - Main Campus' 'USA' 46.899743
 -96.818746 208 155 478 210 692 772 800 769.0 737 44.59]
[747 'University of North Texas, Denton' 'USA' 33.210049 -97.149744 209
 355 478 210 683 658 609 675.0 426 44.59]
[748 'University of Mississippi Medical Center' 'USA' 32.329057 -90.171671
 210 355 478 210 791 571 493 642.0 737 44.58]
[749 'University of Tehran' 'Iran' 35.74628 51.37939 1 171 478 210 519 974
 800 769.0 737 44.58]
[750 'Paul Valéry University, Montpellier III' 'France' 43.627798 3.869634
 35 355 478 210 829 486 493 642.0 737 44.58]
[751 'Wuhan University of Technology' 'China' 30.524318 114.344431 40 355
 478 210 794 920 493 642.0 737 44.58]
[752 'University of Hyogo' 'Japan' 30.22792 120.03306 54 355 478 210 765
 463 493 663.0 552 44.58]
[753 'The Catholic University of America' 'USA' 38.935039 -77.001003 211
 355 314 210 949 560 406 756.0 552 44.58]
[754 'University of Neuchâtel' 'Switzerland' 47.001964 6.807484 9 340 478
 210 831 631 800 642.0 637 44.58]
[755 'National Polytechnic Institute' 'Mexico' -0.438653 39.63732 2 322
 478 210 549 572 406 756.0 307 44.58]
[756 'Jikei University School of Medicine' 'Japan' 17.359614 -62.736724 55
 355 478 210 975 711 609 642.0 637 44.58]
[757 'University of Valladolid' 'Spain' 30.22792 120.03306 27 355 430 210
 675 966 800 819.0 280 44.57]
[758 'University of Calabria' 'Italy' 38.270419 16.024497 41 355 478 210
 566 816 406 690.0 737 44.57]
[759 'University of Lübeck' 'Germany' 53.8344 10.70392 48 355 478 210 910
 587 800 642.0 737 44.57]
[760 'Kurume University' 'Japan' 33.313227 130.518419 56 355 478 210 981
 727 800 642.0 737 44.57]
[761 'Peking Union Medical College' 'China' 39.910479 116.41011 41 355 478
 210 281 308 800 909.0 637 44.57]
[762 'Yamagata University' 'Japan' 38.249422 140.32938 57 355 478 210 760
 719 609 675.0 481 44.57]
[763 'University of Córdoba (Spain)' 'Spain' 38.001032 -4.771112 28 355
 478 210 623 726 609 675.0 737 44.57]
[764 'University of Mons' 'Belgium' 30.22792 120.03306 10 355 478 210 789
 814 609 675.0 481 44.57]
[765 'Saga University' 'Japan' 33.260768 130.295968 58 355 478 210 773 757
 800 675.0 481 44.57]
[766 'Clarkson University' 'USA' 44.662493 -74.998851 212 355 305 210 943
 966 800 769.0 552 44.57]
[767 'University of South Alabama' 'USA' 30.696878 -88.183593 213 355 478
 210 966 739 800 724.0 307 44.56]
[768 'Inje University' 'South Korea' 38.09473 128.24727 25 355 478 210 828
 902 800 800.0 227 44.56]
[769 'University of Caen Lower Normandy' 'France' 21.306893 -157.811018 36
 193 478 210 626 801 609 756.0 552 44.56]
[770 'University of Castilla–La Mancha' 'Spain' 30.22792 120.03306 29 355
 478 210 631 754 609 690.0 552 44.56]
[771 'Czech Technical University in Prague' 'Czech Republic' 2.202113
 102.247069 3 336 478 210 698 793 406 690.0 737 44.56]
[772 'Saitama Medical University' 'Japan' -4.42808 15.349372 59 355 478
 210 912 635 609 690.0 426 44.56]
[773 'Istanbul Technical University' 'Turkey' 2.202113 102.247069 4 355
 388 210 641 858 363 769.0 637 44.56]
[774 'Kaohsiung Medical University' 'Taiwan' -4.42808 15.349372 10 355 478
 210 562 854 800 703.0 552 44.56]
[775 'University of Electro-Communications' 'Japan' 33.644088 -117.855537
 60 140 478 210 846 866 609 874.0 373 44.56]
[776 'Yeungnam University' 'South Korea' 28.077051 -82.43741 26 355 454
 210 768 966 800 874.0 227 44.55]
[777 'Jawaharlal Nehru Centre for Advanced Scientific Research' 'India'
 13.068493 77.610996 12 355 478 210 865 642 493 703.0 426 44.55]
[778 'Putra University, Malaysia' 'Malaysia' 2.998003 101.71219 3 355 478
 210 932 897 800 979.0 159 44.55]
[779 'Institut national des sciences Appliquées de Lyon' 'France'
 45.745088 4.870615 37 355 478 210 517 681 609 724.0 481 44.55]
[780 'University of Perpignan Via Domitia' 'France' 43.183767 3.004218 38
 144 478 210 957 563 609 832.0 737 44.55]
[781 'University of Miyazaki' 'Japan' 30.22792 120.03306 61 259 478 210
 924 690 609 800.0 280 44.55]
[782 'Second Military Medical University' 'China' 29.54052 106.44506 42
 355 478 210 641 725 609 756.0 307 44.55]
[783 'Northern Arizona University' 'USA' 35.182447 -111.656441 214 355 478
 210 934 416 609 690.0 552 44.55]
[784 'École Polytechnique de Montréal' 'Canada' 12.609893 -7.957961 26 355
 478 210 679 907 800 724.0 373 44.55]
[785 'University of Salento' 'Italy' 40.35603 18.16709 42 355 478 210 662
 685 493 703.0 637 44.54]
[786 'Fukuoka University' 'Japan' 33.568796 130.396607 62 355 478 210 972
 852 800 783.0 259 44.54]
[787 'Nagoya Institute of Technology' 'Japan' 35.158751 136.925971 63 355
 310 210 775 948 609 897.0 280 44.54]
[788 'Ankara University' 'Turkey' 39.91987 32.85427 5 355 461 210 751 723
 493 739.0 737 44.54]
[789 'Blaise Pascal University' 'France' 45.782173 4.872462 39 355 478 210
 735 689 406 716.0 481 44.54]
[790 'University of Electronic Science and Technology of China' 'China'
 30.74884 103.92474 43 355 400 210 589 910 800 897.0 259 44.54]
[791 'National Sun Yat-sen University' 'Taiwan' nan nan 11 355 478 210 453
 897 800 739.0 737 44.54]
[792 'University of Rouen' 'France' 30.22792 120.03306 40 350 478 210 689
 720 609 783.0 280 44.54]
[793 'Bowling Green State University' 'USA' 41.388336 -83.625243 215 355
 365 210 907 653 609 756.0 737 44.54]
[794 'Norwegian University of Life Sciences' 'Norway' 35.637817 139.38474
 5 355 478 210 757 578 493 703.0 637 44.54]
[795 'University of Picardie Jules Verne' 'France' nan nan 41 355 478 210
 803 767 363 724.0 481 44.54]
[796 'Michigan Technological University' 'USA' 47.115262 -88.54616 216 323
 478 210 779 768 406 724.0 481 44.53]
[797 'University of Concepción' 'Chile' 30.22792 120.03306 3 355 478 210
 704 452 800 724.0 426 44.53]
[798 'China Medical University (Taiwan)' 'Taiwan' 24.153966 120.683265 12
 355 478 210 475 680 800 739.0 737 44.53]
[799 'University of Hohenheim' 'Germany' 48.71166 9.210402 49 355 478 210
 753 665 609 703.0 637 44.53]
[800 'Aberystwyth University' 'United Kingdom' 52.418692 -4.062957 59 355
 478 210 818 562 493 716.0 481 44.53]
[801 'Wilfrid Laurier University' 'Canada' 43.47433 -80.526007 27 355 240
 210 987 920 800 948.0 737 44.53]
[802 'Cairo University' 'Egypt' 30.027129 31.206101 1 310 473 176 701 729
 609 843.0 737 44.52]
[803 'University of Murcia' 'Spain' 37.948175 -1.403913 30 355 478 210 547
 745 493 756.0 426 44.52]
[804 'Palacký University, Olomouc' 'Czech Republic' 49.59543 17.26036 4
 355 478 210 771 559 609 724.0 481 44.52]
[805 'Taipei Medical University' 'Taiwan' -4.42808 15.349372 13 355 478
 210 542 888 493 749.0 552 44.52]
[806 'University of Bradford' 'United Kingdom' 53.791012 -1.765364 60 355
 341 210 851 755 609 819.0 481 44.52]
[807 'King Fahd University of Petroleum and Minerals' 'Saudi Arabia'
 31.550535 35.399375 3 355 230 210 954 938 800 970.0 737 44.52]
[808 'Ege University' 'Turkey' 48.898362 9.188867 6 355 478 210 734 822
 406 724.0 737 44.52]
[809 'University of Belgrade' 'Serbia' 44.81841 20.38753 1 280 478 210 448
 702 493 800.0 737 44.51]
[810 'University of Eastern Piedmont Amedeo Avogadro""' 'Italy' 12.503813
 124.666418 43 355 478 210 835 675 609 716.0 637 44.51]
[811 'Budapest University of Technology and Economics' 'Hungary'
 -33.731644 18.963102 5 238 478 210 714 758 800 769.0 552 44.51]
[812 'University of Salzburg' 'Austria' 32.637259 74.159491 11 355 367 210
 970 703 800 783.0 737 44.51]
[813 'University of Massachusetts Lowell' 'USA' 42.38898 -72.5287 217 355
 478 210 926 928 406 874.0 227 44.51]
[814 'Jaume I University' 'Spain' 41.557858 2.094742 31 355 478 210 806
 948 609 739.0 481 44.5]
[815 'Chongqing University' 'China' 29.565015 106.548238 44 355 302 210
 705 871 609 874.0 637 44.5]
[816 'Beijing Institute of Technology' 'China' 14.629227 121.225353 45 355
 478 210 601 959 609 749.0 637 44.5]
[817 'Manchester Metropolitan University' 'United Kingdom' 53.47008
 -2.23908 61 355 442 210 919 679 800 800.0 481 44.5]
[818 'Zhengzhou University' 'China' 34.786016 113.67907 46 355 463 210 725
 778 800 783.0 637 44.49]
[819 'Dublin City University' 'Ireland' 53.38512 -6.25897 6 355 478 210
 807 959 493 843.0 280 44.49]
[820 'National University of Ireland, Maynooth' 'Ireland' 53.38317
 -6.60034 7 215 478 210 1000 716 800 800.0 552 44.49]
[821 'Kangwon National University' 'South Korea' 14.604211 120.99427 27
 355 478 210 707 850 609 800.0 338 44.49]
[822 'Royal Veterinary College, University of London' 'United Kingdom'
 51.536557 -0.133548 62 205 478 210 827 551 493 819.0 737 44.49]
[823 'Wright State University - Dayton' 'USA' 39.784142 -84.058515 218 355
 478 210 794 845 800 739.0 737 44.49]
[824 'Capital Medical University' 'China' 39.955654 -82.93851 47 355 478
 210 618 800 609 756.0 737 44.48]
[825 'University of Brighton' 'United Kingdom' 50.754498 0.263696 63 355
 478 210 860 841 800 749.0 552 44.48]
[826 'Sofia University' 'Bulgaria' 37.430678 -122.109306 1 234 478 210 798
 874 406 819.0 737 44.48]
[827 'University of Regina' 'Canada' 50.413695 -104.590282 28 355 478 210
 889 740 609 800.0 338 44.48]
[828 'Magna Græcia University of Catanzaro' 'Italy' nan nan 44 355 478 210
 939 781 800 749.0 552 44.48]
[829 'Chungbuk National University' 'South Korea' 14.604211 120.99427 28
 355 478 210 751 863 800 819.0 338 44.47]
[830 'Kōchi University' 'Japan' 33.556213 133.557536 64 355 478 210 925
 788 800 769.0 426 44.47]
[831 'University of New Brunswick' 'Canada' 45.942744 -66.648702 29 355
 329 210 719 784 800 874.0 552 44.47]
[832 'Sejong University' 'South Korea' 36.59245 127.29223 29 355 478 210
 778 826 800 800.0 373 44.47]
[833 'Sharif University of Technology' 'Iran' 30.164673 71.495645 2 355
 478 210 588 938 493 783.0 737 44.47]
[834 'Chung-Ang University' 'South Korea' -34.637854 -58.438563 30 355 478
 210 676 775 609 874.0 280 44.47]
[835 'Queens College, City University of New York' 'USA' 40.736683
 -73.819666 219 303 368 210 992 669 800 869.0 637 44.46]
[836 'Murdoch University' 'Australia' -32.066391 115.835014 22 355 478 210
 812 492 800 756.0 737 44.46]
[837 'Chosun University' 'South Korea' 34.052301 -118.31042 31 355 478 210
 918 974 800 970.0 194 44.46]
[838 'Vilnius University' 'Lithuania' 54.700902 25.251531 1 326 478 210
 790 728 609 769.0 737 44.46]
[839 'University of Maribor' 'Slovenia' 30.22792 120.03306 2 355 478 210
 866 810 609 769.0 552 44.46]
[840 'Ritsumeikan University' 'Japan' 35.033328 135.724915 65 355 281 210
 870 884 493 973.0 426 44.46]
[841 'University of Sassari' 'Italy' 40.714376 8.977134 45 355 478 210 740
 605 800 769.0 737 44.46]
[842 'Nanjing Normal University' 'China' 14.587555 120.983332 48 355 436
 210 777 699 609 849.0 552 44.45]
[843 'University of Franche-Comté' 'France' 50.842406 4.373996 42 284 478
 210 832 833 609 800.0 637 44.45]
[844 'University of Texas at El Paso' 'USA' 31.774171 -106.505475 220 355
 391 210 897 817 609 849.0 737 44.45]
[845 'Rio de Janeiro State University' 'Brazil' -22.367493 -42.491546 8
 355 478 210 754 856 493 783.0 637 44.45]
[846 'Jinan University' 'China' 36.66833 116.99722 49 355 290 210 855 880
 800 956.0 481 44.45]
[847 'University of Massachusetts Boston' 'USA' 42.313694 -71.039083 221
 355 478 210 864 704 406 783.0 737 44.45]
[848 'University of Alcalá' 'Spain' 30.22792 120.03306 32 355 478 210 738
 698 800 783.0 637 44.45]
[849 'Tehran University of Medical Sciences' 'Iran' 35.74628 51.37939 3
 355 478 210 603 903 800 800.0 737 44.45]
[850 'University of the Ryukyus' 'Japan' 18.007532 -76.781026 66 355 478
 210 887 657 609 783.0 552 44.45]
[851 'University of Angers' 'France' 30.22792 120.03306 43 355 478 210 824
 805 800 783.0 552 44.45]
[852 'Fluminense Federal University' 'Brazil' -22.9067 -43.13304 9 355 300
 210 783 922 609 937.0 737 44.45]
[853 'Florida Institute of Technology' 'USA' 28.064278 -80.622758 222 355
 478 210 959 699 363 800.0 737 44.44]
[854 'Trent University' 'Canada' 44.357201 -78.290692 30 355 478 210 912
 829 493 783.0 637 44.44]
[855 'National Chung Cheng University' 'Taiwan' nan nan 14 355 478 210 760
 987 800 783.0 737 44.44]
[856 'Bilkent University' 'Turkey' 39.907588 32.765829 7 355 478 210 788
 782 609 783.0 737 44.44]
[857 'National Taiwan Normal University' 'Taiwan' nan nan 15 355 345 210
 721 890 493 897.0 737 44.44]
[858 'Saitama University' 'Japan' 35.859414 139.606266 67 355 318 210 912
 603 493 909.0 637 44.44]
[859 'RMIT University' 'Australia' -37.743993 142.058302 23 355 478 210
 690 959 800 800.0 637 44.44]
[860 'Hamamatsu University School of Medicine' 'Japan' 17.359614
 -62.736724 68 355 478 210 966 901 609 783.0 637 44.44]
[861 'University of Greifswald' 'Germany' 54.090431 13.406263 50 355 478
 203 741 493 800 800.0 637 44.44]
[862 'University of Pécs' 'Hungary' 30.22792 120.03306 6 355 478 210 963
 834 800 832.0 373 44.44]
[863 'University of Fukui' 'Japan' 30.22792 120.03306 69 355 478 210 879
 761 800 783.0 737 44.44]
[864 'Oakland University' 'USA' 42.664582 -83.213875 223 355 478 210 883
 842 800 783.0 737 44.44]
[865 'Nanjing University of Technology' 'China' 30.22792 120.03306 50 355
 478 210 810 987 800 948.0 227 44.44]
[866 'University of Technology, Sydney' 'Australia' 30.22792 120.03306 24
 355 478 210 613 696 493 849.0 426 44.43]
[867 'University of North Carolina at Greensboro' 'USA' 36.070675
 -79.812927 224 355 478 210 936 849 609 800.0 552 44.43]
[868 'All India Institute of Medical Sciences, New Delhi' 'India'
 28.569224 77.212673 13 355 478 210 879 853 609 800.0 637 44.43]
[869 'Kyoto Institute of Technology' 'Japan' 14.629227 121.225353 70 355
 478 210 927 831 800 874.0 307 44.43]
[870 'Ocean University of China' 'China' 36.066718 120.332367 51 355 478
 210 703 824 800 832.0 481 44.43]
[871 'Chiang Mai University' 'Thailand' 18.80259 98.95156 3 355 478 210
 838 706 609 800.0 737 44.43]
[872 'University of Camerino' 'Italy' 30.22792 120.03306 46 355 478 210
 844 804 800 800.0 637 44.43]
[873 'Hirosaki University' 'Japan' 40.819697 140.760372 71 355 478 210 952
 819 609 832.0 426 44.43]
[874 'University of North Dakota' 'USA' 47.920512 -97.066665 225 355 478
 210 935 647 800 832.0 426 44.43]
[875 'University of Extremadura' 'Spain' 30.22792 120.03306 33 355 478 210
 729 871 800 819.0 637 44.42]
[876 'Teikyo University' 'Japan' 54.76353 -1.582251 72 355 478 210 965 738
 800 800.0 737 44.42]
[877 'Jiangnan University' 'China' 22.78722 108.28354 52 355 478 210 873
 922 800 819.0 552 44.42]
[878 'Adam Mickiewicz University in Poznań' 'Poland' 52.40813 16.91543 5
 233 478 210 665 762 800 897.0 481 44.42]
[879 'University of Waikato' 'New Zealand' -37.787786 175.3155 6 355 340
 210 973 860 493 923.0 481 44.42]
[880 'University of Veterinary Medicine Vienna' 'Austria' 32.637259
 74.159491 12 355 478 210 853 691 609 819.0 637 44.42]
[881 'University of Cádiz' 'Spain' 40.26438 -80.99801 34 355 478 210 863
 793 800 849.0 373 44.42]
[882 'Florida Atlantic University' 'USA' 26.11959 -80.141697 226 355 478
 210 848 701 800 819.0 737 44.42]
[883 'Huazhong Agricultural University' 'China' 51.709988 -1.995258 53 355
 478 210 691 570 609 849.0 481 44.41]
[884 'Brock University' 'Canada' 43.119424 -79.247429 31 355 478 210 899
 746 609 832.0 552 44.41]
[885 'University of Lleida' 'Spain' 30.22792 120.03306 35 355 478 210 871
 888 609 832.0 637 44.41]
[886 'Shanghai Normal University' 'China' 31.23029 121.41069 54 355 458
 210 974 938 800 874.0 737 44.41]
[887 'Jean Monnet University' 'France' 38.719924 -9.147029 44 355 478 210
 661 472 800 849.0 552 44.41]
[888 'Shimane University' 'Japan' 35.019795 132.512404 73 355 478 210 922
 693 609 832.0 637 44.41]
[889 'University of Orléans' 'France' 30.03113 -90.064765 45 355 478 210
 743 509 609 843.0 637 44.41]
[890 'University of Siegen' 'Germany' 30.22792 120.03306 51 355 478 210
 877 714 406 843.0 737 44.41]
[891 'Makerere University' 'Uganda' 0.335462 32.568422 1 355 478 210 915
 708 609 832.0 737 44.4]
[892 'University of Wales, Trinity Saint David' 'United Kingdom' 51.485544
 -3.181358 64 355 478 210 966 859 406 843.0 737 44.4]
[893 'National Taiwan University of Science and Technology' 'Taiwan'
 38.992518 -76.938904 16 355 478 210 610 974 800 849.0 737 44.4]
[894 'University of Brasília' 'Brazil' 30.22792 120.03306 10 355 450 210
 785 777 800 897.0 737 44.4]
[895 'University of Western Brittany' 'France' 45.542848 -122.524029 46
 355 478 210 834 644 800 849.0 481 44.4]
[896 'Nanjing Agricultural University' 'China' 51.709988 -1.995258 55 355
 478 210 674 766 800 849.0 637 44.4]
[897 'National University of Córdoba' 'Argentina' -2.615143 29.742563 3
 355 478 210 713 818 609 849.0 737 44.39]
[898 'Federal University of Santa Catarina' 'Brazil' -22.86285 -43.22884
 11 355 478 210 608 959 800 869.0 737 44.39]
[899 'National Taiwan Ocean University' 'Taiwan' nan nan 17 355 317 210
 774 934 800 956.0 737 44.39]
[900 'Gazi University' 'Turkey' 39.780745 32.807644 8 355 478 210 742 952
 609 849.0 737 44.39]
[901 'National University of Colombia' 'Colombia' 5.0556 -75.4867 2 355
 297 210 882 748 609 979.0 737 44.39]
[902 'University of Jaén' 'Spain' 30.22792 120.03306 36 355 478 210 932
 864 493 874.0 426 44.39]
[903 'Boğaziçi University' 'Turkey' 41.08475 29.051 9 355 478 210 817 820
 493 849.0 737 44.39]
[904 'Jadavpur University' 'India' 22.561349 88.412862 14 355 478 210 871
 987 493 849.0 737 44.39]
[905 'Pukyong National University' 'South Korea' 14.604211 120.99427 32
 355 478 210 904 952 800 889.0 373 44.39]
[906 'University of Western Sydney' 'Australia' 45.542848 -122.524029 25
 355 478 210 693 591 609 869.0 737 44.39]
[907 'Northeastern University (China)' 'China' 42.339439 -71.087588 56 355
 425 210 797 966 800 917.0 737 44.39]
[908 'University of Mannheim' 'Germany' 49.483 8.46181 52 355 478 210 949
 885 493 849.0 737 44.39]
[909 'University of Osnabrück' 'Germany' 52.273391 8.061435 53 355 478 210
 841 628 800 849.0 737 44.38]
[910 'Charles Darwin University' 'Australia' -12.372784 130.869321 26 355
 478 210 911 694 609 849.0 737 44.38]
[911 'University of Hyderabad' 'India' 17.452321 78.330084 15 355 478 210
 857 938 800 849.0 737 44.38]
[912 'Northwest University (China)' 'China' 30.52047 114.39637 57 355 478
 210 969 751 609 849.0 737 44.38]
[913 'University of Southern Mississippi' 'USA' 30.375324 -89.613997 227
 355 478 210 903 840 800 849.0 737 44.38]
[914 'University of Wrocław' 'Poland' 51.11399 17.03393 6 344 478 210 732
 812 800 869.0 737 44.38]
[915 'Carlos III University of Madrid' 'Spain' 40.4749 -3.697066 37 355
 478 210 669 959 800 948.0 307 44.38]
[916 'Novosibirsk State University' 'Russia' 35.95422 -90.45997 3 147 478
 210 875 910 609 994.0 737 44.38]
[917 'Nanjing Medical University' 'China' -4.42808 15.349372 58 355 478
 210 672 715 800 874.0 737 44.38]
[918 'Nicolaus Copernicus University in Toruń' 'Poland' 53.01966 18.57147
 7 355 478 210 879 839 493 874.0 552 44.38]
[919 'Federal University of Santa Maria' 'Brazil' -22.86285 -43.22884 12
 355 414 210 985 974 800 923.0 737 44.37]
[920 'Chemnitz University of Technology' 'Germany' 30.22792 120.03306 54
 355 330 210 988 952 800 985.0 373 44.37]
[921 'Southwest University' 'China' 31.759174 -106.491709 59 264 478 210
 760 875 609 909.0 737 44.37]
[922 'Wrocław University of Technology' 'Poland' 30.22792 120.03306 8 355
 443 210 771 900 800 937.0 737 44.37]
[923 'University of California, Merced' 'USA' 37.367813 -120.421858 228
 355 478 210 957 576 800 923.0 338 44.37]
[924 'United Arab Emirates University' 'United Arab Emirates' 24.198681
 55.676969 1 355 478 210 983 821 800 897.0 426 44.36]
[925 'Federal University of São Carlos' 'Brazil' -22.86285 -43.22884 13
 355 478 210 688 934 800 889.0 737 44.36]
[926 'University of Thessaly' 'Greece' 30.22792 120.03306 7 355 478 210
 867 974 609 874.0 737 44.36]
[927 'University of Basilicata' 'Italy' 30.22792 120.03306 47 355 478 210
 938 886 609 874.0 737 44.36]
[928 'Feng Chia University' 'Taiwan' 30.94917 121.08528 18 355 376 210 869
 987 800 956.0 737 44.36]
[929 'Federal University of Paraná' 'Brazil' -22.86285 -43.22884 14 355
 478 210 730 787 800 889.0 737 44.36]
[930 'University of Almería' 'Spain' 30.22792 120.03306 38 355 478 210 959
 966 800 874.0 737 44.36]
[931 'Hallym University' 'South Korea' 28.077051 -82.43741 33 355 478 210
 942 950 800 889.0 552 44.36]
[932 'Fourth Military Medical University' 'China' 29.54052 106.44506 60
 355 478 210 680 747 609 909.0 552 44.36]
[933 'University of the Republic (Uruguay)' 'Uruguay' nan nan 1 355 478
 210 940 744 800 889.0 737 44.35]
[934 'Dokuz Eylül University' 'Turkey' 38.32328 27.14245 10 355 478 210
 948 914 800 889.0 737 44.35]
[935 'Nanjing University of Aeronautics and Astronautics' 'China'
 39.729513 -105.121827 61 355 478 210 775 974 800 897.0 737 44.35]
[936 'Public University of Navarre' 'Spain' -35.232117 149.081051 39 355
 478 210 959 803 800 897.0 552 44.35]
[937 'University of A Coruña' 'Spain' 44.045707 -123.078549 40 355 478 210
 947 899 800 917.0 426 44.35]
[938 'Isfahan University of Technology' 'Iran' 32.71683 51.530916 4 355
 478 210 722 904 609 909.0 737 44.34]
[939 'University of New England (Australia)' 'Australia' 43.458911
 -70.387763 27 355 478 210 916 552 493 909.0 637 44.34]
[940 'Federal University of Pernambuco' 'Brazil' -22.86285 -43.22884 15
 355 478 210 765 883 800 948.0 373 44.34]
[941 'Jiangsu University' 'China' 32.192899 119.477502 62 355 478 210 836
 959 800 985.0 280 44.34]
[942 'Third Military Medical University' 'China' 29.54052 106.44506 63 355
 478 210 800 844 609 923.0 481 44.34]
[943 'South China Normal University' 'China' 30.526164 114.355532 64 355
 478 210 737 932 800 917.0 637 44.33]
[944 'University of Limerick' 'Ireland' 52.673072 -8.572862 8 355 478 210
 897 868 800 948.0 373 44.33]
[945 'Xiangtan University' 'China' 27.85 112.9 65 355 393 210 893 918 800
 973.0 737 44.33]
[946 'Yangzhou University' 'China' 32.39722 119.43583 66 355 478 210 928
 907 800 909.0 737 44.33]
[947 'Northwestern Polytechnical University' 'China' 42.059592 -87.678695
 67 355 417 210 628 987 800 985.0 737 44.33]
[948 'University of Reims Champagne-Ardenne' 'France' nan nan 47 355 478
 210 977 868 609 923.0 481 44.33]
[949 'Ibaraki University' 'Japan' 36.282688 140.437698 74 355 478 210 995
 439 609 917.0 737 44.33]
[950 'Chung Shan Medical University' 'Taiwan' nan nan 19 355 478 210 750
 987 609 923.0 737 44.32]
[951 'Alexandria University' 'Egypt' 31.20194 29.90528 2 254 478 210 963
 950 800 956.0 737 44.32]
[952 'Yuan Ze University' 'Taiwan' 47.695972 8.632149 20 355 478 210 894
 974 800 917.0 737 44.32]
[953 'University of Cyprus' 'Cyprus' 35.159929 33.377647 1 355 478 210 802
 887 609 923.0 737 44.32]
[954 'University of Silesia' 'Poland' 30.22792 120.03306 9 355 478 210 815
 843 609 923.0 737 44.32]
[955 'Southern Medical University' 'China' 32.41562 -81.783096 68 355 478
 210 873 737 800 923.0 637 44.32]
[956 'Shiraz University' 'Iran' 29.651571 52.507271 5 355 478 210 860 952
 609 923.0 737 44.32]
[957 'University of Bucharest' 'Romania' 44.43556 26.10124 1 321 478 210
 837 776 609 937.0 737 44.32]
[958 'Mansoura University' 'Egypt' 31.044632 31.353416 3 355 478 210 978
 974 609 923.0 737 44.31]
[959 'Amirkabir University of Technology' 'Iran' 30.22792 120.03306 6 355
 478 210 769 952 609 937.0 737 44.31]
[960 'Beijing Jiaotong University' 'China' 39.95174 116.33283 69 355 478
 210 971 987 800 997.0 280 44.31]
[961 'University of Valenciennes and Hainaut-Cambresis' 'France' nan nan
 48 355 478 210 840 938 493 937.0 737 44.31]
[962 'University of the Algarve' 'Portugal' 37.04396 -7.97219 7 355 478
 210 951 826 800 923.0 737 44.31]
[963 'University of Chemistry and Technology, Prague' 'Czech Republic'
 38.999092 117.311843 5 355 478 210 994 871 800 923.0 737 44.31]
[964 'Federal University of Ceará' 'Brazil' -22.86285 -43.22884 16 355 478
 210 826 806 800 937.0 737 44.31]
[965 'Ain Shams University' 'Egypt' 30.06515 31.27905 4 355 478 210 891
 848 609 937.0 737 44.31]
[966 'University of Oldenburg' 'Germany' 32.637259 74.159491 55 355 478
 210 849 831 800 937.0 737 44.31]
[967 'Federal University of Bahia' 'Brazil' -22.86285 -43.22884 17 355 478
 210 981 856 609 937.0 737 44.31]
[968 'Hunan Normal University' 'China' 28.188136 112.943469 70 355 478 210
 923 915 800 937.0 737 44.3]
[969 'Western Michigan University' 'USA' 42.283227 -85.614837 229 355 478
 210 962 815 800 937.0 737 44.3]
[970 'University of Seoul' 'South Korea' 30.22792 120.03306 34 355 478 210
 997 938 609 948.0 552 44.3]
[971 'Federico Santa María Technical University' 'Chile' nan nan 4 355 478
 210 984 938 493 966.0 481 44.3]
[972 'Ryerson University' 'Canada' 43.657719 -79.378749 32 355 478 210 813
 966 609 956.0 637 44.3]
[973 'South China Agricultural University' 'China' nan nan 71 355 478 210
 946 830 800 948.0 737 44.3]
[974 'Fu Jen Catholic University' 'Taiwan' nan nan 21 355 478 210 978 891
 800 948.0 737 44.3]
[975 'China Pharmaceutical University' 'China' 30.52047 114.39637 72 355
 478 210 919 987 800 956.0 552 44.3]
[976 'Tarbiat Modares University' 'Iran' nan nan 7 355 478 210 811 987 800
 956.0 737 44.29]
[977 'University of Puerto Rico at Mayagüez' 'Puerto Rico' 18.212506
 -67.141228 1 355 478 210 999 778 609 956.0 737 44.29]
[978 'National University of Rosario' 'Argentina' -2.615143 29.742563 4
 355 478 210 976 811 800 956.0 737 44.29]
[979 "University of Pau and Pays de l'Adour" 'France' nan nan 49 355 478
 210 988 987 800 956.0 737 44.29]
[980 'Xidian University' 'China' 34.123583 108.83546 73 355 478 210 888
 974 800 985.0 373 44.29]
[981 'Zhejiang University of Technology' 'China' 30.22792 120.03306 74 355
 478 210 917 987 800 966.0 637 44.28]
[982 'China Medical University (PRC)' 'China' 24.153966 120.683265 75 355
 478 210 849 709 800 966.0 737 44.28]
[983 'Federal University of ABC' 'Brazil' -22.86285 -43.22884 18 355 478
 210 952 904 609 966.0 737 44.28]
[984 'King Juan Carlos University' 'Spain' 40.730296 -73.99854 41 355 478
 210 859 836 800 970.0 737 44.27]
[985 'Beijing University of Technology' 'China' 30.22792 120.03306 76 355
 478 210 809 938 609 973.0 637 44.27]
[986 'Guangxi University' 'China' 23.195911 109.121704 77 313 478 210 919
 974 800 979.0 637 44.27]
[987 'Northwest A&F University' 'China' 69.50061 -121.50445 78 355 478 210
 787 894 800 973.0 737 44.27]
[988 'Shanxi University' 'China' 37.586939 112.248176 79 355 478 210 885
 907 800 973.0 737 44.26]
[989 'Tamkang University' 'Taiwan' 28.077051 -82.43741 22 355 478 210 929
 974 800 973.0 737 44.26]
[990 'Harbin Medical University' 'China' 45.816636 126.558394 80 355 478
 210 900 862 800 979.0 737 44.26]
[991 'Zhejiang Normal University' 'China' 30.22792 120.03306 81 355 478
 210 905 932 800 979.0 737 44.26]
[992 'King Abdulaziz University' 'Saudi Arabia' 21.496441 39.24895 4 355
 470 210 843 688 609 998.0 637 44.26]
[993 'Iran University of Science and Technology' 'Iran' 38.992518
 -76.938904 8 355 478 210 822 987 493 989.0 737 44.25]
[994 'I-Shou University' 'Taiwan' -0.321708 31.741888 23 355 478 210 878
 987 800 989.0 737 44.24]
[995 'University of Maine (Le Mans)' 'France' nan nan 50 355 478 210 990
 918 800 989.0 637 44.24]
[996 'National Dong Hwa University' 'Taiwan' nan nan 24 355 478 210 901
 934 800 989.0 737 44.24]
[997 'National Taipei University of Technology' 'Taiwan' -20.161398
 28.642805 25 355 478 210 867 987 800 994.0 737 44.24]
[998 'Shaanxi Normal University' 'China' 14.587555 120.983332 82 355 478
 210 956 965 800 994.0 737 44.23]
[999 'National University of Defense Technology' 'China' -20.161398
 28.642805 83 355 478 210 860 973 800 999.0 637 44.21]
[1000 'Yanbian University' 'China' 42.925252 129.52696 84 355 478 210 890
 790 800 1000.0 737 44.18]
[1 'Harvard University' 'USA' 42.368714 -71.125877 1 1 1 1 1 1 1 1.0 3
 100.0]
[2 'Stanford University' 'USA' 41.513101 -81.607469 2 9 2 4 5 3 3 4.0 10
 98.66]
[3 'Massachusetts Institute of Technology' 'USA' 42.357243 -71.100823 3 3
 11 2 15 2 2 2.0 1 97.54]
[4 'University of Cambridge' 'United Kingdom' 52.203 0.12 1 2 10 5 11 6 12
 13.0 48 96.81]
[5 'University of Oxford' 'United Kingdom' 51.75659 -1.25596 2 7 13 10 7
 12 7 9.0 15 96.46]
[6 'Columbia University' 'USA' 40.817323 -73.958722 4 13 6 9 13 13 11 12.0
 4 96.14]
[7 'University of California, Berkeley' 'USA' 37.367813 -120.421858 5 5 21
 6 10 4 4 7.0 29 92.25]
[8 'University of Chicago' 'USA' 41.78976 -87.59977 6 11 14 8 17 16 12
 22.0 141 90.7]
[9 'Princeton University' 'USA' 40.339911 -74.657391 7 4 15 3 72 25 24
 33.0 225 89.42]
[10 'Cornell University' 'USA' 42.452314 -76.475568 8 12 18 14 24 15 25
 22.0 11 86.79]
[11 'Yale University' 'USA' 41.314614 -72.926488 9 10 26 11 18 8 35 20.0
 49 86.61]
[12 'California Institute of Technology' 'USA' 34.137827 -118.125371 10 6
 328 7 53 9 19 25.0 13 84.4]
[13 'University of Tokyo' 'Japan' 35.71339 139.76232 1 16 3 38 14 19 31
 29.0 7 78.23]
[14 'University of Pennsylvania' 'USA' 39.95325 -75.193841 11 20 4 28 8 18
 14 9.0 14 77.6]
[15 'University of California, Los Angeles' 'USA' 37.367813 -120.421858 12
 28 27 13 6 14 8 6.0 9 76.91]
[16 'Johns Hopkins University' 'USA' 44.49477 11.355897 13 18 84 16 4 11 5
 3.0 2 71.6]
[17 'Kyoto University' 'Japan' 35.032404 135.721065 2 22 16 24 30 42 88
 60.0 16 68.6]
[18 'New York University' 'USA' 41.309439 19.801928 14 32 22 18 47 29 46
 32.0 43 68.39]
[19 'University of Michigan, Ann Arbor' 'USA' 42.293165 -83.711654 15 24
 17 140 3 20 6 14.0 12 68.36]
[20 'Swiss Federal Institute of Technology in Zurich' 'Switzerland'
 10.231468 76.40878 1 17 64 17 44 27 39 79.0 57 66.93]
[21 'University of California, San Diego' 'USA' 37.367813 -120.421858 16
 36 567 19 16 5 15 15.0 17 66.59]
[22 'Northwestern University' 'USA' 42.059592 -87.678695 17 163 12 104 27
 34 27 26.0 42 66.56]
[23 'Hebrew University of Jerusalem' 'Israel' 31.79456 35.2414 1 15 164 15
 120 97 368 143.0 35 65.71]
[24 'Seoul National University' 'South Korea' 37.45917 126.95194 1 367 9
 218 36 163 146 112.0 6 64.82]
[25 'University of Wisconsin–Madison' 'USA' 30.22792 120.03306 18 29 29 34
 21 24 22 27.0 27 64.51]
[26 'University of California, San Francisco' 'USA' 37.367813 -120.421858
 19 367 567 20 22 7 15 11.0 56 63.69]
[27 'University College London' 'United Kingdom' 43.00814 -81.273361 3 21
 447 27 12 22 15 18.0 67 62.27]
[28 'Duke University' 'USA' 36.000715 -78.941806 20 74 31 56 19 23 15 16.0
 33 61.55]
[29 'Rockefeller University' 'USA' 40.761659 -73.956039 21 49 567 12 372
 28 115 70.0 289 61.28]
[30 'University of Texas at Austin' 'USA' 30.28302 -97.782323 22 75 36 25
 48 50 26 71.0 38 61.14]
[31 'University of Washington - Seattle' 'USA' 47.649818 -122.303856 23 48
 103 41 9 10 10 5.0 40 60.61]
[32 'University of Toronto' 'Canada' 43.662026 -79.397364 1 70 51 32 2 17
 9 8.0 145 60.04]
[33 'University of Illinois at Urbana–Champaign' 'USA' 39.72866 -89.617929
 24 33 75 21 40 48 42 74.0 65 59.94]
[34 'Keio University' 'Japan' 35.38814 139.42745 3 284 5 218 309 246 368
 270.0 80 59.84]
[35 'Imperial College London' 'United Kingdom' 51.499428 -0.179708 4 90 82
 30 19 26 23 19.0 47 59.61]
[36 'École Polytechnique' 'France' 33.545604 -7.663752 1 98 7 216 327 314
 234 295.0 172 59.2]
[37 'École normale supérieure - Paris' 'France' 48.884064 2.309272 2 8 502
 54 379 157 645 295.0 871 58.8]
[38 'Waseda University' 'Japan' 35.70863 139.71958 4 288 8 218 406 389 368
 388.0 248 58.17]
[39 'Weizmann Institute of Science' 'Israel' 24.433332 54.617517 2 19 567
 22 246 63 234 143.0 45 57.17]
[40 'University of North Carolina at Chapel Hill' 'USA' 35.904627
 -79.054489 25 124 69 86 32 32 19 21.0 41 57.09]
[41 'University of Virginia' 'USA' 37.969054 -78.461504 26 209 20 126 94
 74 88 90.0 97 56.73]
[42 'McGill University' 'Canada' 45.506874 -73.578701 2 34 37 75 33 53 44
 34.0 132 56.49]
[43 'Purdue University, West Lafayette' 'USA' 40.427126 -86.923959 27 55
 33 47 75 95 68 117.0 28 56.39]
[44 'Dartmouth College' 'USA' 43.704269 -72.289381 28 40 19 218 246 167
 136 154.0 63 56.35]
[45 'Osaka University' 'Japan' 34.691802 135.50506 5 46 39 75 50 58 182
 67.0 18 56.03]
[46 'University of Pittsburgh - Pittsburgh Campus' 'USA' 40.44285
 -79.95922 29 79 169 218 25 57 21 24.0 50 55.63]
[47 'Pennsylvania State University, University Park' 'USA' 40.80395
 -77.85722 30 230 44 62 49 43 28 38.0 92 55.54]
[48 'University of Minnesota, Twin Cities' 'USA' 44.736095 -93.070483 31
 63 130 63 23 40 31 28.0 59 55.51]
[49 'Ohio State University, Columbus' 'USA' 39.99618 -83.01879 32 96 87 82
 28 52 31 38.0 44 55.39]
[50 'Rutgers University-New Brunswick' 'USA' 40.49955 -74.44432 33 91 40
 37 100 66 46 89.0 61 55.23]
[51 'University of Southern California' 'USA' 34.021388 -118.286358 34 152
 62 39 57 64 101 56.0 34 55.12]
[52 'Washington University in St. Louis' 'USA' 38.648002 -90.308898 35 101
 96 71 41 21 29 17.0 169 55.03]
[53 'University of California, Davis' 'USA' 38.537811 -121.757623 36 54
 227 59 29 33 35 52.0 62 54.85]
[54 'University of Colorado Boulder' 'USA' 40.03138 -105.53722 37 80 67 31
 96 38 45 74.0 133 54.62]
[55 'University of Edinburgh' 'United Kingdom' 55.941625 -3.18496 5 44 127
 33 54 37 65 43.0 228 54.39]
[56 'Peking University' 'China' 51.715553 -1.292015 1 182 38 218 52 131
 182 125.0 20 54.26]
[57 'National Taiwan University' 'Taiwan' 14.604211 120.99427 1 92 25 218
 46 223 182 204.0 695 54.23]
[58 'University of Paris-Sud' 'France' 48.861587 2.310672 3 26 393 26 73
 86 115 97.0 324 54.21]
[59 'Lomonosov Moscow State University' 'Russia' 38.579147 68.790171 1 14
 175 48 268 254 287 344.0 861 54.19]
[60 'University of Florida' 'USA' 29.638801 -82.352647 38 214 276 96 37 73
 46 59.0 5 54.18]
[61 'Carnegie Mellon University' 'USA' -34.928125 138.601184 39 25 160 23
 211 225 78 150.0 165 54.0]
[62 'University of British Columbia' 'Canada' 49.26141 -123.23346 3 81 275
 93 26 36 37 34.0 81 53.92]
[63 'Pierre-and-Marie-Curie University' 'France' 51.955795 14.69084 4 30
 404 88 31 35 68 63.0 87 53.79]
[64 'University of California, Santa Barbara' 'USA' 37.367813 -120.421858
 40 133 280 29 111 59 46 55.0 77 53.63]
[65 'National University of Singapore' 'Singapore' 1.293748 103.769631 1
 367 98 218 34 125 78 90.0 25 53.44]
[66 'Boston University' 'USA' 42.352261 -71.121401 41 303 54 83 60 45 37
 34.0 135 53.43]
[67 'University of Manchester' 'United Kingdom' 53.46686 -2.23388 6 99 92
 72 43 70 29 53.0 142 53.38]
[68 'University of Arizona' 'USA' 32.228613 -110.97637 42 139 55 87 74 39
 31 49.0 235 53.26]
[69 'Vanderbilt University' 'USA' 36.143941 -86.80324 43 87 94 110 55 62
 59 41.0 51 53.05]
[70 'University of Utah' 'USA' 40.762955 -111.835699 44 97 105 67 97 65
 101 90.0 19 52.89]
[71 'Karolinska Institute' 'Sweden' 59.351615 18.035352 1 149 567 36 51 54
 52 34.0 743 52.79]
[72 'University of Maryland, College Park' 'USA' 38.985699 -76.942304 45
 68 210 43 58 47 39 67.0 280 52.72]
[73 'Tohoku University' 'Japan' 38.253095 140.873659 6 41 170 218 68 127
 115 119.0 22 52.57]
[74 'University of Copenhagen' 'Denmark' 55.68743 12.57329 1 117 149 64 38
 31 59 31.0 432 52.51]
[75 'University of Texas Southwestern Medical Center' 'USA' 34.592424
 -98.463021 46 59 567 35 131 30 78 40.0 173 52.5]
[76 'Ruprecht Karl University of Heidelberg' 'Germany' 14.615484
 120.981999 1 38 402 51 69 61 46 46.0 243 52.32]
[77 'University of Notre Dame' 'USA' 51.508262 -0.130417 47 221 24 155 242
 242 182 235.0 352 52.27]
[78 'Tsinghua University' 'China' 22.614462 113.858464 2 309 73 218 63 158
 65 156.0 30 52.21]
[79 'Ludwig Maximilian University of Munich' 'Germany' 48.5623 16.080789 2
 42 129 92 66 55 53 51.0 167 52.16]
[80 'Georgia Institute of Technology' 'USA' 33.77233 -84.39456 48 135 60
 218 107 152 78 106.0 36 52.08]
[81 'University of Rochester' 'USA' 43.12923 -77.62806 49 72 53 113 114
 118 68 79.0 64 52.03]
[82 'Katholieke Universiteit Leuven' 'Belgium' 50.87672 4.70921 1 367 202
 218 35 92 53 46.0 74 52.03]
[83 'Brown University' 'USA' 41.826372 -71.401085 50 64 43 73 121 67 76
 99.0 200 52.01]
[84 'Emory University' 'USA' 33.794053 -84.327305 51 367 146 116 67 60 93
 41.0 55 51.85]
[85 'Erasmus University Rotterdam' 'Netherlands' 51.922841 4.487549 1 367
 46 189 87 147 53 44.0 227 51.78]
[86 'Tel Aviv University' 'Israel' 32.1134 34.80353 3 77 107 50 98 117 136
 154.0 39 51.75]
[87 'Utrecht University' 'Netherlands' 52.09021 5.12233 2 84 199 115 39 44
 59 46.0 429 51.74]
[88 'University of Sydney' 'Australia' -33.88778 151.18722 1 105 198 166
 45 103 46 84.0 75 51.61]
[89 'University of California, Irvine' 'USA' 33.643856 -117.841612 52 227
 567 44 78 51 68 54.0 162 51.51]
[90 'University of Texas MD Anderson Cancer Center' 'USA' 29.708 -95.39753
 53 367 567 80 93 72 42 29.0 71 51.51]
[91 'Swiss Federal Institute of Technology in Lausanne' 'Switzerland'
 10.231468 76.40878 2 367 74 116 124 114 39 110.0 58 51.47]
[92 'University of Geneva' 'Switzerland' 46.19954 6.14239 3 35 191 42 122
 77 115 79.0 321 51.46]
[93 'University of Melbourne' 'Australia' -37.797304 144.965152 2 141 113
 218 42 68 53 71.0 223 51.34]
[94 "King's College London" 'United Kingdom' 51.469246 -0.093891 7 27 190
 114 76 116 101 74.0 188 51.31]
[95 'Tufts University' 'USA' 42.406182 -71.116858 54 60 48 182 166 160 93
 85.0 84 51.22]
[96 'University of Zurich' 'Switzerland' 47.37478 8.54858 4 115 389 85 56
 46 68 56.0 137 51.14]
[97 'Arizona State University' 'USA' 33.432901 -111.910884 55 367 455 66
 143 85 76 140.0 21 51.13]
[98 'Yonsei University' 'South Korea' 37.565 126.93833 2 367 45 218 140
 326 321 235.0 23 51.02]
[99 'University of Oslo' 'Norway' 59.94025 10.7227 1 53 286 40 106 134 101
 102.0 302 50.81]
[100 'Kyushu University' 'Japan' 32.42944 130.99099 7 367 49 218 152 182
 264 200.0 37 50.6]
[101 'Technical University of Munich' 'Germany' 1.307854 103.77768 3 37
 118 177 104 90 128 95.0 119 50.58]
[102 'Texas A&M University, College Station' 'USA' 31.030974 -98.326329 56
 339 108 46 77 98 88 143.0 201 50.43]
[103 'University of Queensland' 'Australia' -27.493732 153.016683 3 269
 292 142 65 78 101 99.0 68 50.4]
[104 'Mines ParisTech' 'France' 48.845357 2.339294 5 278 23 169 977 834
 812 906.0 871 50.34]
[105 'Case Western Reserve University' 'USA' 41.5045 -81.59707 57 50 215
 195 137 106 59 74.0 111 50.28]
[106 'Indiana University - Bloomington' 'USA' 39.16616 -86.52639 58 134 35
 178 180 143 161 190.0 178 50.26]
[107 'University of Alberta' 'Canada' 53.523187 -113.525857 4 169 151 153
 62 109 82 103.0 116 50.25]
[108 'Leiden University' 'Netherlands' 52.1575 4.4819 3 120 567 102 82 94
 53 56.0 260 50.17]
[109 'Tokyo Institute of Technology' 'Japan' 35.60574 139.68339 8 170 50
 128 169 169 136 190.0 52 50.13]
[110 'University of Groningen' 'Netherlands' 53.22397 6.57197 4 313 193
 196 64 96 68 67.0 316 50.1]
[111 'University of Helsinki' 'Finland' 60.18959 24.83502 1 56 551 111 80
 79 88 65.0 420 50.04]
[112 'Sapienza University of Rome' 'Italy' 41.90386 12.51489 1 67 205 45
 83 166 212 130.0 312 49.97]
[113 'Georgetown University' 'USA' 38.908166 -77.074449 59 159 34 218 298
 321 321 204.0 122 49.92]
[114 'University of Amsterdam' 'Netherlands' 42.940648 -74.196108 5 109
 317 212 70 88 93 60.0 282 49.83]
[115 'Korea University' 'South Korea' 37.586617 127.026145 3 367 58 218
 172 411 321 273.0 26 49.79]
[116 'University of Barcelona' 'Spain' 30.22792 120.03306 1 367 226 218 61
 108 93 83.0 215 49.79]
[117 'Lund University' 'Sweden' 55.703957 13.190201 2 136 466 169 85 135
 53 60.0 871 49.75]
[118 'Michigan State University' 'USA' 42.728064 -84.475493 60 112 162 218
 88 123 65 111.0 136 49.74]
[119 'Ghent University' 'Belgium' 51.013406 3.709384 2 123 329 147 84 149
 68 119.0 90 49.73]
[120 'Rice University' 'USA' 29.716981 -95.401406 61 52 161 95 255 150 59
 130.0 76 49.73]
[121 'Baylor College of Medicine' 'USA' 29.710514 -95.395596 62 367 567
 218 113 41 101 44.0 199 49.7]
[122 'Aarhus University' 'Denmark' 56.192966 10.167545 2 310 165 106 91 81
 101 95.0 154 49.65]
[123 'University of Bristol' 'United Kingdom' 51.457337 -2.601377 8 194
 196 74 92 69 82 106.0 335 49.59]
[124 'Uppsala University' 'Sweden' 59.85519 17.63149 3 73 321 70 95 75 93
 103.0 871 49.57]
[125 'Nagoya University' 'Japan' 35.146669 136.965835 9 39 322 53 138 140
 146 195.0 78 49.57]
[126 'Royal Institute of Technology' 'Sweden' 59.201676 17.62032 4 199 30
 105 221 300 321 318.0 797 49.54]
[127 'University of Colorado Denver' 'USA' 39.718527 -104.89367 63 367 567
 140 135 110 128 66.0 72 49.48]
[128 'University of Glasgow' 'United Kingdom' 1.307689 103.778035 9 234 89
 218 123 144 82 87.0 402 49.45]
[129 'VU University Amsterdam' 'Netherlands' 52.334953 4.859693 6 367 385
 218 79 120 68 79.0 871 49.44]
[130 'University of New South Wales' 'Australia' 43.13693 -70.931974 4 177
 70 218 90 177 101 164.0 157 49.33]
[131 'Paris Diderot University - Paris 7' 'France' 48.886831 2.361836 6
 127 567 68 105 56 115 97.0 483 49.33]
[132 'University of São Paulo' 'Brazil' -22.69776 -45.11842 1 297 71 218
 59 186 136 164.0 710 49.31]
[133 'Western University (The University of Western Ontario)' 'Canada'
 -33.933766 18.626773 5 367 41 218 149 208 234 190.0 261 49.31]
[134 'Radboud University Nijmegen' 'Netherlands' 51.821738 5.868831 7 128
 274 218 89 119 93 74.0 410 49.3]
[135 'Nanyang Technological University' 'Singapore' 1.347907 103.681355 2
 367 567 218 102 361 212 204.0 32 49.29]
[136 'Technion – Israel Institute of Technology' 'Israel' nan nan 4 45 180
 55 186 221 161 209.0 88 49.12]
[137 'University of Miami' 'USA' 25.720883 -80.278566 64 367 241 218 159
 130 82 112.0 73 49.09]
[138 'Stony Brook University' 'USA' 40.911505 -73.119594 65 186 567 58 173
 84 93 134.0 96 49.09]
[139 'University of Texas at Dallas' 'USA' 32.98608 -96.750417 66 367 159
 218 250 151 59 49.0 313 49.05]
[140 'University of Nottingham' 'United Kingdom' 52.939703 -1.195916 10
 131 109 84 116 176 146 140.0 138 49.02]
[141 'University of Iowa' 'USA' 41.630912 -91.541095 67 233 296 167 103 83
 115 112.0 121 49.01]
[142 'Southern Methodist University' 'USA' 32.84326 -96.780875 68 179 28
 218 624 655 368 646.0 824 48.99]
[143 'Icahn School of Medicine at Mount Sinai' 'USA' 40.769546 -73.910403
 69 367 567 218 160 71 161 63.0 101 48.96]
[144 'Korea Advanced Institute of Science and Technology (KAIST)'
 'South Korea' 38.992518 -76.938904 4 367 194 218 183 283 368 289.0 8
 48.95]
[145 'Monash University' 'Australia' 41.513101 -81.607469 5 277 145 218 86
 136 182 161.0 99 48.91]
[146 'University of Alabama at Birmingham' 'USA' 33.499076 -86.806853 70
 367 567 218 141 124 128 71.0 130 48.79]
[147 'Free University of Berlin' 'Germany' 41.72849 44.717399 4 76 548 128
 109 80 234 90.0 461 48.78]
[148 'University of Southampton' 'United Kingdom' 1.429892 103.612205 11
 329 95 218 115 133 101 130.0 334 48.77]
[149 'University of the Witwatersrand' 'South Africa' -26.186076 28.030509
 1 61 32 172 442 237 321 447.0 291 48.75]
[150 'McMaster University' 'Canada' 43.263046 -79.918736 6 222 268 163 127
 156 101 87.0 222 48.74]
[151 'University of Montreal' 'Canada' 30.22792 120.03306 7 320 376 218
 101 111 101 90.0 540 48.72]
[152 'University of Birmingham' 'United Kingdom' 52.478557 -1.907648 12 65
 158 205 117 165 146 138.0 170 48.7]
[153 'Humboldt University of Berlin' 'Germany' 52.49388 13.446724 5 291
 567 108 108 82 161 85.0 471 48.64]
[154 'University of California, Santa Cruz' 'USA' -17.33367 -61.958507 71
 175 567 100 243 49 115 99.0 183 48.59]
[155 'Albert Ludwig University of Freiburg' 'Germany' 14.615484 120.981999
 6 148 134 193 156 104 182 134.0 98 48.57]
[156 'University of Tübingen' 'Germany' 48.52647 9.051284 7 69 490 103 142
 122 146 115.0 226 48.56]
[157 'University of Cincinnati' 'USA' 39.132366 -84.516073 72 188 86 218
 150 171 128 127.0 263 48.56]
[158 'University of Bonn' 'Germany' 30.22792 120.03306 8 58 249 65 153 107
 146 150.0 341 48.54]
[159 'Wake Forest University' 'USA' 36.131466 -80.27496 73 265 83 218 249
 244 128 125.0 124 48.52]
[160 'University of Basel' 'Switzerland' 47.561265 7.575296 5 83 363 60
 167 100 136 130.0 486 48.48]
[161 'University of Leeds' 'United Kingdom' 53.809664 -1.554655 13 62 157
 218 133 141 136 150.0 265 48.41]
[162 'University of Hamburg' 'Germany' 32.637259 74.159491 9 314 136 135
 147 126 101 127.0 677 48.31]
[163 'Université libre de Bruxelles' 'Belgium' 50.813117 4.264558 3 173
 110 69 236 214 101 170.0 148 48.28]
[164 'Indiana University-Purdue University Indianapolis' 'USA' 39.770318
 -86.177058 74 367 492 218 187 190 125 122.0 79 48.28]
[165 'Pohang University of Science and Technology' 'South Korea' 38.992518
 -76.938904 5 367 567 218 285 355 212 281.0 24 48.24]
[166 'Oregon Health & Science University' 'USA' 43.854178 -120.526709 75
 367 567 128 184 115 125 105.0 144 48.23]
[167 'University of Calgary' 'Canada' 51.077157 -114.12563 8 367 123 218
 145 180 101 127.0 778 48.23]
[168 'Stockholm University' 'Sweden' 59.275254 18.035164 5 129 79 187 202
 89 88 179.0 839 48.23]
[169 'University of Padua' 'Italy' 45.41667 11.86667 2 281 567 218 99 105
 182 119.0 351 48.17]
[170 'University of Hong Kong' 'Hong Kong' 22.283263 114.136745 1 287 128
 218 139 204 128 147.0 205 48.15]
[171 'Yeshiva University' 'USA' 34.055566 -118.387856 76 200 567 218 195
 91 161 109.0 128 48.11]
[172 'University of Milan' 'Italy' 45.447319 9.118788 3 162 441 182 118
 189 212 106.0 438 48.07]
[173 'University of Sheffield' 'United Kingdom' 53.380637 -1.487469 14 142
 209 196 129 137 136 147.0 179 48.07]
[174 'Technical University of Denmark' 'Denmark' 55.692544 12.102973 3 351
 510 202 220 230 161 216.0 46 48.06]
[175 'University of Maryland, Baltimore' 'USA' 39.22622 -77.06942 77 367
 567 218 125 112 197 116.0 180 48.05]
[176 'Goethe University Frankfurt' 'Germany' 50.11944 8.65139 10 111 219
 89 179 155 212 124.0 328 48.01]
[177 'University of Göttingen' 'Germany' 30.22792 120.03306 11 43 171 176
 174 146 264 184.0 299 47.98]
[178 'Hokkaido University' 'Japan' 43.0636 141.34289 10 279 277 135 148
 173 287 251.0 53 47.97]
[179 'Australian National University' 'Australia' -37.813528 144.971844 6
 196 379 52 130 99 197 188.0 415 47.97]
[180 'Shanghai Jiao Tong University' 'China' nan nan 3 335 143 218 81 267
 212 209.0 198 47.96]
[181 'University of New Mexico' 'USA' 35.065386 -106.633171 78 367 567 218
 223 170 82 147.0 100 47.95]
[182 'University of Strasbourg' 'France' 48.5803 7.7644 7 71 567 49 191
 145 264 219.0 269 47.89]
[183 'University of Massachusetts Medical School' 'USA' 42.278246
 -71.762146 79 367 567 80 296 76 234 122.0 143 47.85]
[184 'University of Houston' 'USA' 29.722198 -95.347317 80 367 42 218 310
 257 511 349.0 156 47.83]
[185 'Trinity College, Dublin' 'Ireland' 53.344416 -6.258956 1 338 78 200
 289 233 115 204.0 153 47.73]
[186 'University of Lausanne' 'Switzerland' 30.22792 120.03306 6 102 423
 218 235 101 115 117.0 683 47.73]
[187 'Iowa State University' 'USA' 42.040156 -93.668969 81 286 186 109 151
 178 82 184.0 339 47.71]
[188 'Joseph Fourier University' 'France' 48.860046 2.393883 8 195 567 218
 110 93 234 170.0 160 47.71]
[189 'Wayne State University' 'USA' 42.356505 -83.067468 82 367 183 218
 189 258 125 176.0 117 47.67]
[190 'University of South Florida - Tampa' 'USA' 28.061791 -82.413833 83
 367 418 218 233 251 197 164.0 70 47.66]
[191 'Zhejiang University' 'China' 30.22792 120.03306 4 367 309 218 71 290
 368 265.0 106 47.66]
[192 'Hanyang University' 'South Korea' 37.539619 127.009676 6 367 168 218
 286 471 368 396.0 31 47.6]
[193 'University of Ottawa' 'Canada' 45.420747 -75.682283 9 223 163 218
 171 194 212 134.0 496 47.6]
[194 'University of Missouri–Columbia' 'USA' 30.22792 120.03306 84 250 88
 98 222 226 161 242.0 150 47.59]
[195 'Fudan University' 'China' 31.30077 121.5033 5 367 203 218 112 252
 368 204.0 123 47.56]
[196 'University of Kansas' 'USA' 38.954429 -95.255129 85 228 91 218 212
 161 161 235.0 127 47.52]
[197 'University of Cologne' 'Germany' 30.22792 120.03306 12 367 132 201
 204 138 146 161.0 421 47.52]
[198 'University of Georgia' 'USA' 33.94368 -83.373884 86 93 188 172 181
 132 234 256.0 82 47.5]
[199 'University of Liverpool' 'United Kingdom' 53.404594 -2.965433 15 176
 179 207 154 172 128 174.0 377 47.49]
[200 'University of Bern' 'Switzerland' 46.952296 7.435046 7 184 526 213
 163 128 93 159.0 433 47.49]
[201 'Cardiff University' 'United Kingdom' 51.491345 -3.184697 16 321 218
 143 178 153 146 170.0 193 47.46]
[202 'George Washington University' 'USA' 38.917809 -77.090426 87 192 56
 218 301 227 264 235.0 326 47.46]
[203 'University of Illinois at Chicago' 'USA' 41.870924 -87.649875 88 367
 541 218 126 196 287 179.0 129 47.39]
[204 'University of Erlangen-Nuremberg' 'Germany' 49.58181 10.916945 13
 231 554 218 176 202 146 134.0 361 47.36]
[205 'University of Münster' 'Germany' 41.54692 -87.50387 14 113 421 174
 170 192 136 174.0 192 47.34]
[206 'Aix-Marseille University' 'France' 43.639015 5.109741 9 218 451 218
 119 87 182 197.0 230 47.31]
[207 'Claude Bernard University Lyon 1' 'France' 45.750932 4.836714 10 367
 567 218 132 121 234 184.0 151 47.31]
[208 'University of Bologna' 'Italy' 44.49653 11.35308 4 350 348 218 136
 281 212 161.0 354 47.28]
[209 'Queen Mary University of London' 'United Kingdom' 51.523222
 -0.039217 17 147 319 218 226 175 212 138.0 255 47.25]
[210 'Dresden University of Technology' 'Germany' 30.22792 120.03306 15
 367 567 218 188 212 146 195.0 102 47.25]
[211 'Sungkyunkwan University' 'South Korea' 28.077051 -82.43741 7 367 225
 218 194 317 161 270.0 69 47.19]
[212 'Newcastle University' 'United Kingdom' 54.981093 -1.616895 18 367
 222 218 192 159 234 159.0 365 47.17]
[213 'Karlsruhe Institute of Technology' 'Germany' 49.00944 8.41167 16 356
 208 131 193 280 146 247.0 103 47.15]
[214 'University of California, Riverside' 'USA' 37.367813 -120.421858 89
 247 567 218 209 113 161 169.0 194 47.13]
[215 'University of Kiel' 'Germany' 43.91697 -88.02667 17 193 487 198 232
 183 161 143.0 310 47.11]
[216 'University of Western Australia' 'Australia' 45.542848 -122.524029 7
 156 306 145 146 181 368 179.0 399 47.1]
[217 'Paris Descartes University' 'France' 48.841903 2.268394 11 203 567
 218 177 142 287 156.0 455 47.06]
[218 'University of Connecticut' 'USA' 41.811602 -72.258892 90 296 259 218
 168 193 197 190.0 186 47.06]
[219 'University of Massachusetts Amherst' 'USA' 42.38898 -72.5287 91 212
 141 159 198 191 212 200.0 356 47.05]
[220 'Chinese University of Hong Kong' 'Hong Kong' 22.413656 114.209941 2
 100 479 116 162 356 212 209.0 168 47.05]
[221 'University of Turin' 'Italy' 45.174173 7.490482 5 315 450 163 206
 278 197 150.0 613 47.04]
[222 'University of Manitoba' 'Canada' 49.815622 -97.118363 10 157 93 155
 261 308 212 256.0 175 47.04]
[223 'University of Vienna' 'Austria' 48.194994 16.38369 1 191 185 101 231
 154 161 200.0 671 47.03]
[224 'University of Montpellier' 'France' 43.623312 3.862712 12 289 462
 169 165 129 146 184.0 511 47.0]
[225 'Maastricht University' 'Netherlands' 50.837347 4.406164 8 367 567
 218 185 354 234 156.0 281 47.0]
[226 'National Cheng Kung University' 'Taiwan' nan nan 2 367 52 218 164
 485 812 388.0 436 46.97]
[227 'University of Tennessee, Knoxville' 'USA' 35.949529 -83.933899 92
 319 117 218 196 187 197 219.0 449 46.96]
[228 'Complutense University of Madrid' 'Spain' 40.44904 -3.72703 2 86 68
 214 215 309 368 335.0 256 46.96]
[229 'Laval University' 'Canada' 56.550789 -76.550658 11 292 273 218 207
 270 182 200.0 140 46.95]
[230 'RWTH Aachen University' 'Germany' 50.77366 6.07532 18 357 238 131
 197 359 182 219.0 158 46.9]
[231 'Université catholique de Louvain' 'Belgium' 50.40801 4.44833 4 367
 264 97 283 325 115 213.0 236 46.89]
[232 'North Carolina State University' 'USA' 35.768159 -78.666167 93 251
 228 218 157 206 182 242.0 161 46.89]
[233 'Johannes Gutenberg University of Mainz' 'Germany' 47.493114
 19.069907 19 367 567 194 210 185 161 164.0 523 46.88]
[234 'University of Texas Health Science Center at San Antonio' 'USA'
 38.948739 -76.746438 94 367 567 218 314 229 197 140.0 315 46.88]
[235 "Julius-Maximilian's University of Würzburg" 'Germany' 14.615484
 120.981999 20 106 391 168 216 179 287 179.0 369 46.85]
[236 'Paul Sabatier University - Toulouse III' 'France' 43.594499 1.44986
 13 367 567 218 158 102 321 188.0 514 46.81]
[237 'University of Gothenburg' 'Sweden' 32.637259 74.159491 6 257 294 116
 217 197 136 197.0 871 46.79]
[238 'University College Dublin' 'Ireland' 43.662532 -79.39549 2 241 112
 218 288 285 128 247.0 278 46.79]
[239 'University of Science and Technology of China' 'China' 31.8204
 117.27665 6 367 192 218 128 269 368 247.0 452 46.73]
[240 'University of Leicester' 'United Kingdom' 52.62476 -1.127228 19 367
 567 218 258 139 197 170.0 385 46.72]
[241 'Autonomous University of Barcelona' 'Spain' 20.96972 -89.62306 3 367
 567 218 144 220 264 213.0 277 46.72]
[242 'University of Dundee' 'United Kingdom' 56.458157 -2.98256 20 178 567
 218 354 200 161 176.0 216 46.68]
[243 'Norwegian University of Science and Technology' 'Norway' 38.992518
 -76.938904 2 252 119 75 279 366 212 273.0 327 46.67]
[244 'Nanjing University' 'China' 32.11315 118.95816 7 342 362 218 134 358
 234 265.0 164 46.61]
[245 'Okayama University' 'Japan' 34.68565 133.91858 11 367 288 218 353
 335 287 318.0 60 46.59]
[246 'London School of Hygiene & Tropical Medicine' 'United Kingdom'
 51.509648 -0.099076 21 367 567 159 300 294 264 164.0 736 46.59]
[247 'University of Florence' 'Italy' 43.77777 11.25951 6 327 326 94 218
 275 197 227.0 564 46.58]
[248 'University of Cape Town' 'South Africa' -33.960104 18.462358 2 104
 126 146 319 236 234 265.0 268 46.58]
[249 'University of Texas Health Science Center at Houston' 'USA'
 38.948739 -76.746438 95 367 567 155 257 162 212 190.0 337 46.56]
[250 'Moscow Institute of Physics and Technology' 'Russia' 38.992518
 -76.938904 2 23 339 218 949 605 812 1000.0 839 46.55]
[251 'University of Düsseldorf' 'Germany' 32.637259 74.159491 21 185 567
 218 297 209 182 178.0 454 46.54]
[252 'Florida State University' 'USA' 30.441954 -84.298637 96 367 334 218
 200 184 136 225.0 411 46.53]
[253 'University of Sussex' 'United Kingdom' 50.866819 -0.085999 22 151
 257 57 359 250 161 308.0 553 46.49]
[254 'Thomas Jefferson University' 'USA' 39.949146 -75.156483 97 158 567
 218 333 334 161 179.0 502 46.47]
[255 'Delft University of Technology' 'Netherlands' 30.22792 120.03306 9
 307 300 218 224 224 264 247.0 146 46.46]
[256 'Virginia Polytechnic Institute and State University' 'USA' 38.978912
 -76.491101 98 283 152 218 201 264 234 285.0 181 46.46]
[257 'University of Lisbon' 'Portugal' 38.71788 -9.14959 1 337 465 152 155
 296 197 251.0 495 46.43]
[258 'Drexel University' 'USA' 39.956313 -75.187901 99 367 233 218 362 338
 287 273.0 91 46.43]
[259 'Virginia Commonwealth University' 'USA' 37.547418 -77.450989 100 367
 403 150 264 253 321 213.0 206 46.43]
[260 'Oregon State University' 'USA' 44.560982 -123.28967 101 189 239 218
 263 148 161 235.0 389 46.42]
[261 'Durham University' 'United Kingdom' 35.9586 -78.9638 23 132 267 116
 248 199 197 242.0 460 46.42]
[262 'University of Tsukuba' 'Japan' 36.111206 140.105518 12 202 567 107
 230 255 212 242.0 213 46.41]
[263 'University of Reading' 'United Kingdom' 51.44081 -0.94429 24 258 63
 218 400 347 182 361.0 666 46.4]
[264 'Lehigh University' 'USA' 40.606803 -75.378249 102 367 47 218 615 542
 511 511.0 534 46.4]
[265 'Medical University of Vienna' 'Austria' 34.747772 -92.320449 2 367
 567 218 251 228 212 197.0 366 46.39]
[266 'University of Auckland' 'New Zealand' -36.884352 174.767868 1 235
 419 218 253 260 234 256.0 125 46.38]
[267 'University of Kentucky' 'USA' 38.215336 -85.75757 103 332 290 218
 182 216 321 231.0 447 46.37]
[268 'University of Naples Federico II' 'Italy' nan nan 7 331 459 218 175
 324 234 227.0 792 46.36]
[269 'University of Waterloo' 'Canada' 43.47329 -80.541209 12 367 124 218
 190 333 234 292.0 626 46.34]
[270 'Charles University in Prague' 'Czech Republic' 50.073497 14.43401 1
 238 560 116 228 238 182 227.0 636 46.32]
[271 'Colorado State University - Fort Collins' 'USA' 40.567877
 -105.084274 104 211 493 148 244 203 234 231.0 257 46.32]
[272 'Tulane University' 'USA' 8.989319 38.785946 105 324 144 218 365 299
 264 251.0 258 46.31]
[273 'University at Buffalo, The State University of New York' 'USA'
 42.951647 -78.818912 106 367 398 218 203 298 287 235.0 237 46.3]
[274 'Brandeis University' 'USA' 42.364996 -71.259784 107 51 342 78 549
 195 428 330.0 249 46.29]
[275 'Northeastern University' 'USA' 42.339439 -71.087588 108 316 125 218
 370 312 264 362.0 86 46.29]
[276 'Wageningen University and Research Centre' 'Netherlands' 39.051358
 -77.437316 10 293 512 175 214 168 234 235.0 477 46.26]
[277 'Sun Yat-sen University' 'China' 10.692986 122.571164 8 367 254 218
 161 393 287 285.0 221 46.25]
[278 'University of Ulm' 'Germany' 48.424428 9.961406 22 367 471 131 290
 231 321 209.0 594 46.24]
[279 'London School of Economics' 'United Kingdom' 51.509648 -0.099076 25
 78 65 91 503 739 264 590.0 871 46.22]
[280 'Vrije Universiteit Brussel' 'Belgium' 52.333618 4.865276 5 110 567
 218 294 301 161 231.0 506 46.21]
[281 'University of Delaware' 'USA' 39.681033 -75.754018 109 318 337 135
 272 304 234 292.0 120 46.21]
[282 'Rensselaer Polytechnic Institute' 'USA' 42.730302 -73.678772 110 137
 142 218 402 346 182 292.0 210 46.19]
[283 'University of Bergen' 'Norway' 60.38761 5.3215 3 367 567 218 229 201
 212 227.0 871 46.18]
[284 "Queen's University" 'Canada' 35.188439 -80.832823 13 322 155 218 254
 274 264 281.0 275 46.18]
[285 'University of Aberdeen' 'United Kingdom' 57.164941 -2.102504 26 360
 314 199 273 207 287 225.0 422 46.17]
[286 'Dalhousie University' 'Canada' 44.63667 -63.59073 14 367 137 218 280
 247 264 273.0 384 46.17]
[287 'Umeå University' 'Sweden' 63.81719 20.287235 7 367 567 218 275 198
 212 219.0 871 46.14]
[288 'University of Duisburg-Essen' 'Germany' 32.637259 74.159491 23 367
 498 218 287 282 321 216.0 348 46.13]
[289 'City College of New York' 'USA' 40.82011 -73.94928 111 31 187 218
 680 422 511 590.0 358 46.12]
[290 'Hiroshima University' 'Japan' 34.40026 132.72795 13 367 567 218 304
 287 428 273.0 112 46.12]
[291 'University of Texas at San Antonio' 'USA' 29.57717 -98.6228 112 367
 567 218 445 376 197 216.0 254 46.1]
[292 'Hannover Medical School' 'Germany' 52.363778 9.73414 24 367 567 218
 322 245 287 219.0 308 46.07]
[293 'University of Warwick' 'United Kingdom' 52.379313 -1.560425 27 210
 444 116 205 239 161 308.0 234 46.05]
[294 'University of Valencia' 'Spain' 34.728848 -106.704972 4 367 470 218
 208 348 264 256.0 548 46.03]
[295 'University of Pisa' 'Italy' 43.41667 10.71667 8 273 473 218 227 360
 212 255.0 528 46.03]
[296 'Ruhr University Bochum' 'Germany' 51.44389 7.26167 25 367 235 218
 236 235 368 265.0 797 46.0]
[297 'Medical College of Wisconsin' 'USA' 43.04385 -88.022335 113 367 567
 218 337 284 321 219.0 659 45.97]
[298 'University of Louisville' 'USA' 38.220018 -85.752291 114 367 484 218
 338 405 368 300.0 105 45.97]
[299 'University of Bordeaux' 'France' 44.80042 -0.59598 14 354 567 218
 291 265 234 251.0 297 45.96]
[300 'University of South Carolina - Columbia' 'USA' 33.992943 -81.026231
 115 367 299 185 262 367 146 273.0 649 45.95]
[301 'National and Kapodistrian University of Athens' 'Greece' -20.161398
 28.642805 1 367 200 218 245 416 428 273.0 871 45.94]
[302 'Leipzig University' 'Germany' 51.337371 12.37826 26 326 567 208 281
 266 511 242.0 364 45.94]
[303 'Medical University of South Carolina' 'USA' 32.784491 -79.947178 116
 367 567 218 316 364 287 231.0 508 45.94]
[304 'Autonomous University of Madrid' 'Spain' 20.96972 -89.62306 5 367
 460 218 225 256 321 262.0 443 45.92]
[305 'Dalian University of Technology' 'China' 30.22792 120.03306 9 367
 104 218 313 667 511 409.0 131 45.92]
[306 'Stellenbosch University' 'South Africa' -33.931631 18.866881 3 367
 66 218 520 503 321 486.0 219 45.92]
[307 'Kyungpook National University' 'South Korea' 35.886948 128.608835 8
 367 412 218 355 625 321 413.0 66 45.92]
[308 'University of Porto' 'Portugal' 30.22792 120.03306 2 94 316 90 266
 380 264 341.0 405 45.91]
[309 'University of St Andrews' 'United Kingdom' 32.637259 74.159491 28
 145 506 218 308 188 321 281.0 189 45.89]
[310 'Gwangju Institute of Science and Technology' 'South Korea' 38.992518
 -76.938904 9 367 567 218 540 538 368 529.0 54 45.88]
[311 'Chulalongkorn University' 'Thailand' 14.523148 101.022865 1 367 57
 218 584 734 511 558.0 871 45.86]
[312 'University of Antwerp' 'Belgium' 44.199711 -75.607657 6 367 567 218
 265 307 234 265.0 372 45.84]
[313 'Xiamen University' 'China' 2.831741 101.702224 10 367 80 218 331 493
 645 409.0 467 45.83]
[314 'University of Nebraska–Lincoln' 'USA' 30.22792 120.03306 117 165 207
 218 278 262 234 311.0 456 45.8]
[315 'Nankai University' 'China' 39.103306 117.166954 11 334 135 218 282
 454 321 334.0 419 45.8]
[316 'University of Stuttgart' 'Germany' 48.78186 9.17189 27 82 172 218
 399 369 511 335.0 376 45.79]
[317 'University of Rome Tor Vergata' 'Italy' 41.831628 12.620749 9 367
 557 218 267 272 287 262.0 816 45.79]
[318 'University of Regensburg' 'Germany' 32.637259 74.159491 28 367 303
 218 302 241 287 270.0 522 45.79]
[319 'Hong Kong University of Science and Technology' 'Hong Kong'
 38.992518 -76.938904 3 367 359 218 256 466 368 300.0 185 45.77]
[320 'Kobe University' 'Japan' 34.681037 135.269625 14 95 240 116 368 271
 321 335.0 301 45.74]
[321 'University of Liège' 'Belgium' 30.22792 120.03306 7 143 567 144 317
 218 234 300.0 285 45.73]
[322 'Federal University of Rio de Janeiro' 'Brazil' -22.86285 -43.22884 2
 125 116 218 305 330 645 381.0 295 45.72]
[323 'Rush University' 'USA' 41.873644 -87.669498 118 367 567 218 427 404
 197 260.0 871 45.71]
[324 'University of Vermont' 'USA' 44.211857 -72.681238 119 198 256 218
 357 288 368 285.0 397 45.7]
[325 'University of York' 'United Kingdom' 53.94975 -1.013688 29 367 567
 218 270 205 161 300.0 406 45.69]
[326 'Boston College' 'USA' 42.336146 -71.170228 120 367 97 218 557 363
 197 402.0 386 45.65]
[327 'University of Pavia' 'Italy' 30.22792 120.03306 10 295 380 214 330
 381 264 273.0 680 45.64]
[328 'University of Jena' 'Germany' 31.6914 -92.12982 29 367 567 218 260
 263 321 289.0 457 45.64]
[329 'Vita-Salute San Raffaele University' 'Italy' 45.506632 9.265556 11
 367 567 218 478 279 321 260.0 871 45.61]
[330 'University of Genoa' 'Italy' 42.09235 -88.69662 12 367 567 218 299
 402 234 285.0 537 45.61]
[331 'Tianjin University' 'China' 39.110836 117.162853 12 367 77 218 348
 934 428 606.0 245 45.61]
[332 'Louisiana State University - Baton Rouge' 'USA' 30.413026 -91.176158
 121 270 177 218 292 215 197 353.0 458 45.61]
[333 'University of Exeter' 'United Kingdom' 50.736842 -3.533609 30 264
 481 218 293 174 428 295.0 353 45.59]
[334 'National Autonomous University of Mexico' 'Mexico' 19.32889
 -99.18722 1 282 546 218 199 219 368 330.0 486 45.58]
[335 'University of Adelaide' 'Australia' -34.918468 138.604334 8 219 445
 218 234 243 287 318.0 465 45.58]
[336 'University of East Anglia' 'United Kingdom' 52.625635 1.239569 31
 206 567 179 349 211 146 313.0 500 45.58]
[337 'York University' 'Canada' 43.773872 -79.500013 15 367 106 218 382
 408 264 388.0 871 45.56]
[338 'University of Navarra' 'Spain' 42.716029 -1.707935 6 367 76 218 578
 722 511 503.0 645 45.56]
[339 'University of Oregon' 'USA' 44.045695 -123.072004 122 346 567 218
 378 217 161 295.0 729 45.55]
[340 "St George's, University of London" 'United Kingdom' 51.427636
 -0.175044 32 367 567 218 554 476 368 262.0 648 45.55]
[341 'Indian Institute of Technology Delhi' 'India' 28.544418 77.1893 1
 367 59 218 635 943 812 781.0 625 45.54]
[342 'University of Trieste' 'Italy' 45.65869 13.79342 13 367 443 218 395
 286 287 281.0 616 45.54]
[343 "Queen's University Belfast" 'United Kingdom' 54.584212 -5.936432 33
 183 387 218 306 276 264 313.0 377 45.53]
[344 'University of Perugia' 'Italy' 30.22792 120.03306 14 367 567 116 375
 332 428 289.0 642 45.53]
[345 'Technical University of Berlin' 'Germany' -4.038015 39.669401 30 85
 271 218 360 412 368 388.0 177 45.52]
[346 'University of Marburg' 'Germany' 32.637259 74.159491 31 304 567 217
 329 249 428 300.0 271 45.51]
[347 'University of Innsbruck' 'Austria' 47.849522 13.341994 3 197 397 112
 430 222 287 311.0 442 45.51]
[348 'Eindhoven University of Technology' 'Netherlands' 30.22792 120.03306
 11 367 347 186 306 549 321 318.0 279 45.51]
[349 'Ben-Gurion University of the Negev' 'Israel' 30.85154 34.7834 5 367
 567 218 277 379 428 381.0 118 45.49]
[350 'University of Oklahoma - Norman Campus' 'USA' 35.198026 -97.443389
 123 367 150 218 383 240 234 362.0 474 45.49]
[351 'Wesleyan University' 'USA' 41.555412 -72.658423 124 154 61 218 983
 506 812 850.0 871 45.48]
[352 'University of Victoria' 'Canada' 48.465601 -123.30829 16 367 567 218
 321 328 234 300.0 853 45.48]
[353 'Kansas State University' 'USA' 39.23099 -96.585798 125 130 229 218
 373 320 212 358.0 294 45.47]
[354 'Hong Kong Polytechnic University' 'Hong Kong' 22.302696 114.178091 4
 367 166 218 259 764 511 375.0 329 45.47]
[355 'Linköping University' 'Sweden' 58.414234 15.610192 8 367 237 218 323
 401 368 324.0 871 45.47]
[356 'University of Southern Denmark' 'Denmark' 55.36998 10.42806 4 367
 567 218 386 327 321 295.0 320 45.46]
[357 'University of Otago' 'New Zealand' -45.864649 170.510747 2 367 377
 218 312 353 287 313.0 542 45.44]
[358 'Justus Liebig University Giessen' 'Germany' 50.580537 8.677046 32
 367 567 218 332 357 264 313.0 309 45.43]
[359 'University of New Hampshire' 'USA' 43.13693 -70.931974 126 367 318
 79 531 273 234 362.0 596 45.42]
[360 'College of William and Mary' 'USA' 37.271396 -76.713381 127 367 85
 218 611 459 321 511.0 809 45.42]
[361 'San Diego State University' 'USA' 32.672135 -115.492141 128 248 204
 218 467 302 264 339.0 509 45.41]
[362 'Simon Fraser University' 'Canada' 49.277662 -122.909535 17 367 567
 218 284 303 368 324.0 381 45.4]
[363 'University of Santiago de Compostela' 'Spain' 42.88064 -8.5445 7 367
 489 218 385 600 287 373.0 126 45.4]
[364 'Saint Louis University' 'USA' 38.636392 -90.233704 129 367 261 202
 458 293 428 330.0 286 45.39]
[365 'Colorado School of Mines' 'USA' 38.996664 -105.547822 130 367 81 218
 668 601 321 565.0 690 45.39]
[366 'University of Eastern Finland' 'Finland' 12.503813 124.666418 2 367
 567 218 374 388 321 300.0 861 45.37]
[367 'University of Buenos Aires' 'Argentina' -34.59972 -58.37306 1 126
 500 180 276 350 321 344.0 871 45.37]
[368 'University of Guelph' 'Canada' 43.531457 -80.230164 18 367 483 218
 325 277 146 344.0 445 45.36]
[369 'University of Ferrara' 'Italy' 30.22792 120.03306 15 367 567 218 416
 392 287 300.0 656 45.36]
[370 'Polytechnic University of Catalonia' 'Spain' -15.803231 35.027614 8
 367 330 218 371 576 368 540.0 85 45.36]
[371 'Versailles Saint-Quentin-en-Yvelines University' 'France' 48.811302
 2.148996 15 367 567 218 443 232 264 308.0 839 45.36]
[372 'Saarland University' 'Germany' 49.412571 7.004529 33 367 375 218 392
 434 428 318.0 367 45.33]
[373 'City University of Hong Kong' 'Hong Kong' 22.336533 114.174395 5 367
 567 218 252 874 511 339.0 387 45.33]
[374 'Darmstadt University of Technology' 'Germany' 30.22792 120.03306 34
 66 344 218 376 457 368 413.0 330 45.32]
[375 'Pompeu Fabra University' 'Spain' 42.613888 2.428047 9 367 567 218
 397 164 428 318.0 604 45.31]
[376 'Pontifical Catholic University of Chile' 'Chile' 18.2019 -67.13907 1
 343 139 218 446 310 645 388.0 396 45.31]
[377 'University of Bari Aldo Moro' 'Italy' 41.12073 16.8684 16 367 567
 218 352 322 511 313.0 527 45.31]
[378 'University of Texas Medical Branch at Galveston' 'USA' 29.31081
 -94.7759 131 367 567 218 401 311 321 324.0 333 45.3]
[379 'University of Delhi' 'India' 28.688152 77.214808 2 240 72 218 703
 763 812 796.0 797 45.3]
[380 'Washington State University, Pullman' 'USA' 46.727016 -117.130942
 132 367 301 131 334 234 428 362.0 298 45.29]
[381 'Temple University' 'USA' 39.981584 -75.14952 133 272 553 218 326 349
 511 349.0 211 45.29]
[382 'University of Milan - Bicocca' 'Italy' nan nan 17 367 567 218 390
 305 287 324.0 468 45.28]
[383 'University of Turku' 'Finland' 60.45473 22.28725 3 367 531 218 320
 319 812 330.0 568 45.27]
[384 'Chonnam National University' 'South Korea' 14.604211 120.99427 10
 367 547 218 405 589 511 437.0 109 45.27]
[385 'University of Lorraine' 'France' 30.22792 120.03306 16 216 213 190
 311 342 321 437.0 208 45.25]
[386 'National Chiao Tung University' 'Taiwan' nan nan 3 367 206 218 240
 651 428 413.0 871 45.24]
[387 'Catholic University of the Sacred Heart' 'Italy' -15.828369
 35.180217 18 367 555 218 424 482 321 324.0 770 45.22]
[388 'University at Albany, SUNY' 'USA' 14.627283 121.057413 134 180 567
 165 411 374 212 353.0 531 45.22]
[389 "Xi'an Jiaotong University" 'China' 30.697847 104.052081 13 367 154
 218 271 583 812 606.0 174 45.21]
[390 'Ewha Womans University' 'South Korea' 23.721592 90.420504 11 367 567
 218 462 509 645 457.0 107 45.2]
[391 'Jilin University' 'China' 43.84578 125.286818 14 220 338 218 239 452
 645 375.0 551 45.2]
[392 'Tokyo Medical and Dental University' 'Japan' 35.70155 139.76446 15
 367 567 218 473 352 645 335.0 272 45.2]
[393 'Scuola Normale Superiore di Pisa' 'Italy' 43.71964 10.400624 19 263
 567 61 548 526 321 503.0 871 45.2]
[394 'University of Central Florida' 'USA' 28.593648 -81.208169 135 367
 501 218 381 386 511 381.0 159 45.18]
[395 'Innsbruck Medical University' 'Austria' -4.42808 15.349372 4 367 567
 218 469 413 812 324.0 678 45.18]
[396 'Beijing Normal University' 'China' 39.95983 116.36854 15 57 567 218
 363 492 428 480.0 755 45.17]
[397 'Polytechnic University of Milan' 'Italy' -15.803231 35.027614 20 103
 181 191 358 510 428 503.0 292 45.17]
[398 'University of Seville' 'Spain' 37.417451 -5.825343 10 367 564 218
 339 516 428 529.0 104 45.17]
[399 'University of Nebraska Medical Center' 'USA' 41.255173 -95.977402
 136 367 567 218 463 399 368 344.0 253 45.16]
[400 'Huazhong University of Science and Technology' 'China' 38.992518
 -76.938904 16 367 282 218 219 626 645 480.0 242 45.16]
[401 'Kyung Hee University' 'South Korea' 37.59675 127.05189 12 245 495
 218 380 584 645 558.0 95 45.16]
[402 'Chalmers University of Technology' 'Sweden' 30.22792 120.03306 9 361
 311 218 367 426 428 349.0 871 45.16]
[403 'Brigham Young University' 'USA' 40.257028 -111.647616 137 298 361
 218 498 424 287 424.0 134 45.15]
[404 'University of Campinas' 'Brazil' -22.8164 -47.06879 3 367 567 218
 295 575 511 388.0 197 45.14]
[405 'University of Bath' 'United Kingdom' 51.376944 -2.325223 34 367 368
 218 388 378 287 353.0 478 45.14]
[406 'Saint Petersburg State University' 'Russia' 59.821127 30.388194 3 47
 250 218 621 574 645 754.0 816 45.14]
[407 'National Tsing Hua University' 'Taiwan' nan nan 4 262 520 218 238
 425 428 375.0 731 45.14]
[408 'University of Twente' 'Netherlands' 52.23881 6.85035 12 367 511 218
 343 511 368 358.0 288 45.14]
[409 'University of Alabama - Tuscaloosa' 'USA' 33.212722 -87.538798 138
 325 140 218 511 490 368 471.0 314 45.14]
[410 'Harbin Institute of Technology' 'China' 45.750195 126.632724 17 367
 244 218 241 847 645 437.0 375 45.14]
[411 'University of Verona' 'Italy' 42.988199 -89.536182 21 367 567 218
 508 464 212 341.0 736 45.13]
[412 'Oklahoma State University–Stillwater' 'USA' 35.551306 -97.407196 139
 239 153 218 447 648 428 471.0 303 45.13]
[413 'Shandong University' 'China' 32.4333 121.2666 18 367 437 218 213 604
 511 409.0 538 45.13]
[414 'George Mason University' 'USA' 38.830627 -77.311707 140 367 567 98
 450 371 264 388.0 526 45.13]
[415 'Wuhan University' 'China' 30.524318 114.344431 19 367 258 218 274
 612 645 396.0 576 45.13]
[416 'Swedish University of Agricultural Sciences' 'Sweden' 13.0331
 77.586519 10 146 567 218 393 268 428 353.0 871 45.12]
[417 'Concordia University' 'Canada' 45.569975 -122.636855 19 367 99 218
 545 745 645 590.0 718 45.12]
[418 'Chiba University' 'Japan' 35.776105 139.90114 16 367 567 218 361 343
 368 362.0 267 45.11]
[419 'Kumamoto University' 'Japan' 32.805964 130.739073 17 308 353 218 495
 441 428 409.0 152 45.11]
[420 'Tongji University' 'China' 31.28553 121.5075 20 153 115 218 346 480
 645 671.0 373 45.1]
[421 'Aalto University' 'Finland' 60.185227 24.825149 4 367 224 218 336
 403 645 424.0 246 45.1]
[422 'Chonbuk National University' 'South Korea' 14.604211 120.99427 13
 367 567 218 507 774 812 646.0 83 45.09]
[423 'Peking Union Medical College' 'China' 39.910479 116.41011 21 367 567
 218 324 297 368 358.0 797 45.09]
[424 'Georgia Regents University' 'USA' 32.41562 -81.783096 141 367 567
 218 482 418 368 341.0 481 45.09]
[425 'University of Chile' 'Chile' -39.80741 -73.25106 2 242 173 218 418
 351 645 424.0 489 45.08]
[426 'Lancaster University' 'United Kingdom' 54.012328 -2.789786 35 367
 360 218 364 398 234 369.0 673 45.08]
[427 'Vienna University of Technology' 'Austria' 30.22792 120.03306 5 363
 350 218 377 377 321 424.0 171 45.08]
[428 'University of Denver' 'USA' 39.685263 -104.964786 142 312 101 218
 901 522 511 590.0 760 45.08]
[429 'University of Arkansas for Medical Sciences' 'USA' 34.74947
 -92.31989 143 367 567 218 501 565 812 344.0 340 45.08]
[430 'Grenoble Institute of Technology' 'France' 14.629227 121.225353 17
 144 567 188 328 520 428 388.0 345 45.06]
[431 'University of Granada' 'Spain' 30.22792 120.03306 11 367 567 218 303
 449 321 424.0 190 45.06]
[432 'University of Modena and Reggio Emilia' 'Italy' nan nan 22 367 567
 218 435 474 368 349.0 709 45.04]
[433 'Ajou University' 'South Korea' 37.28129 127.04564 14 367 426 218 646
 729 645 671.0 89 45.04]
[434 'Gyeongsang National University' 'South Korea' 35.156051 128.101439
 15 367 567 218 633 673 645 606.0 93 45.04]
[435 'Technical University of Madrid' 'Spain' -4.038015 39.669401 12 215
 212 218 470 697 645 770.0 110 45.03]
[436 'University College Cork' 'Ireland' 51.89291 -8.49289 3 367 430 218
 426 431 368 402.0 195 45.03]
[437 'Loyola University Chicago' 'USA' 29.935761 -90.120517 144 367 366
 218 522 438 511 353.0 713 45.03]
[438 'Central South University' 'China' 30.313525 -97.709018 22 367 131
 218 366 783 511 558.0 444 45.02]
[439 'South China University of Technology' 'China' 31.8204 117.27665 23
 367 266 218 347 620 511 471.0 196 45.02]
[440 'Polytechnic University of Valencia' 'Spain' -15.803231 35.027614 13
 367 567 218 386 505 645 437.0 155 45.02]
[441 'West Virginia University' 'USA' 39.63595 -79.95545 145 328 178 218
 441 409 428 437.0 617 45.02]
[442 'University of Tampere' 'Finland' 30.22792 120.03306 5 367 297 218
 526 439 511 362.0 679 45.02]
[443 'Southeast University' 'China' 31.270539 120.742202 24 168 488 218
 369 702 645 480.0 149 45.01]
[444 'Miami University' 'USA' 39.507443 -84.729762 146 367 102 218 715 543
 511 659.0 871 45.0]
[445 'University of Dayton' 'USA' 39.737888 -84.174748 147 348 90 218 988
 818 511 781.0 675 44.99]
[446 'University of Siena' 'Italy' 43.30831 11.330078 23 367 482 218 420
 365 287 369.0 712 44.98]
[447 'University of Oulu' 'Finland' 66.370186 29.311749 6 275 369 218 432
 344 368 375.0 521 44.96]
[448 'Indian Institute of Science' 'India' 13.022956 77.566228 3 367 332
 218 315 537 511 447.0 239 44.96]
[449 'Macquarie University' 'Australia' 41.513101 -81.607469 9 367 304 218
 391 292 321 402.0 530 44.96]
[450 'University of Rostock' 'Germany' 54.07541 12.09848 35 364 567 218
 443 591 511 373.0 325 44.96]
[451 'Jagiellonian University' 'Poland' 28.077051 -82.43741 1 367 567 218
 403 465 645 375.0 355 44.94]
[452 'Pusan National University' 'South Korea' 14.604211 120.99427 16 367
 401 218 398 488 428 503.0 147 44.94]
[453 'University of Strathclyde' 'United Kingdom' 55.862199 -4.240622 36
 367 216 218 389 467 368 486.0 305 44.94]
[454 'University of Nevada, Reno' 'USA' 39.54158 -119.81491 148 367 364
 218 542 382 264 381.0 708 44.93]
[455 'University of Saskatchewan' 'Canada' 52.133617 -106.625847 20 336
 278 218 335 442 287 457.0 427 44.92]
[456 'University of Parma' 'Italy' 44.647714 10.08357 24 367 356 218 438
 463 368 381.0 741 44.92]
[457 'Kanazawa University' 'Japan' 36.572675 136.632165 18 367 416 218 474
 419 511 381.0 350 44.92]
[458 'Eötvös Loránd University' 'Hungary' 47.494366 19.061765 1 89 567 116
 559 444 287 495.0 724 44.92]
[459 'Aristotle University of Thessaloniki' 'Greece' 40.63064 22.95878 2
 367 567 218 340 683 511 381.0 756 44.92]
[460 'Ohio University' 'USA' 39.326269 -82.100329 149 205 174 218 590 472
 812 565.0 224 44.91]
[461 'University of Iceland' 'Iceland' 64.779262 -18.673522 1 367 567 218
 612 295 321 369.0 839 44.91]
[462 'University of Warsaw' 'Poland' 52.24022 21.01884 2 118 562 150 409
 462 428 437.0 716 44.91]
[463 'Syracuse University' 'USA' 43.020065 -76.120587 150 138 221 218 453
 494 428 495.0 392 44.91]
[464 'Bielefeld University' 'Germany' 52.036507 8.489864 36 367 567 218
 480 375 511 369.0 774 44.91]
[465 'Juntendo University' 'Japan' 35.70221 139.76066 19 367 567 218 653
 498 428 362.0 853 44.9]
[466 'University of Wyoming' 'USA' 41.314597 -105.574608 151 367 230 218
 534 316 321 457.0 380 44.89]
[467 'University of Wollongong' 'Australia' -34.404905 150.877839 10 367
 269 218 431 433 428 424.0 493 44.88]
[468 'Niigata University' 'Japan' 37.909525 139.040458 20 367 285 218 527
 514 511 447.0 238 44.88]
[469 'Texas Tech University (TTU)' 'USA' 36.175448 -85.507645 152 367 184
 218 455 618 287 511.0 809 44.87]
[470 'Middle East Technical University' 'Turkey' 39.911242 32.808859 1 367
 120 218 550 879 511 659.0 871 44.87]
[471 'École normale supérieure de Lyon' 'France' -17.535038 -149.541249 18
 367 567 135 481 210 511 413.0 589 44.87]
[472 'Brunel University' 'United Kingdom' 51.532801 -0.473241 37 367 236
 218 497 676 511 437.0 667 44.86]
[473 'Nihon University' 'Japan' 35.70025 139.75622 21 301 565 218 599 588
 812 637.0 113 44.86]
[474 'Osaka City University' 'Japan' 38.65588 -90.30928 22 108 414 218 484
 536 321 471.0 374 44.86]
[475 'University of Rennes 1' 'France' 30.22792 120.03306 19 367 567 218
 351 341 428 420.0 344 44.86]
[476 'University of Oklahoma Health Sciences Center' 'USA' 49.262147
 -123.245153 153 367 567 218 580 461 511 375.0 482 44.86]
[477 'East China University of Science and Technology' 'China' 38.992518
 -76.938904 25 367 567 218 423 828 645 471.0 184 44.86]
[478 'University of KwaZulu-Natal' 'South Africa' -29.619121 30.396114 4
 367 148 218 562 397 368 579.0 539 44.85]
[479 'Sichuan University' 'China' 30.738864 102.695767 26 367 563 218 269
 478 645 447.0 597 44.85]
[480 'Illinois Institute of Technology' 'USA' 41.833835 -87.626077 154 274
 114 218 784 713 511 715.0 861 44.85]
[481 'Tokyo University of Science' 'Japan' 35.71339 139.76232 23 367 567
 218 530 530 428 457.0 191 44.84]
[482 'University of Science, Malaysia' 'Malaysia' 5.354699 100.304658 1
 367 567 218 669 888 428 809.0 94 44.84]
[483 'Clemson University' 'USA' 34.661781 -82.843975 155 367 535 218 433
 497 645 396.0 510 44.83]
[484 'University of Zaragoza' 'Spain' 30.22792 120.03306 14 366 408 218
 342 675 428 471.0 276 44.83]
[485 'University of the Basque Country' 'Spain' 43.33006 -2.96528 15 367
 567 218 318 387 511 480.0 266 44.83]
[486 'Nagasaki University' 'Japan' 32.763367 129.87662 24 299 214 218 614
 607 645 529.0 233 44.82]
[487 'Technical University of Dortmund' 'Germany' -4.038015 39.669401 37
 367 567 218 459 528 368 420.0 284 44.82]
[488 'University of Hawaii at Manoa' 'USA' 21.297905 -157.817597 156 367
 435 153 448 213 368 457.0 490 44.82]
[489 'University of Nebraska Omaha' 'USA' 41.255173 -95.977402 157 367 365
 218 704 606 428 396.0 871 44.81]
[490 'University of Konstanz' 'Germany' 47.693044 9.123879 38 367 567 218
 475 337 368 402.0 614 44.81]
[491 'Panjab University' 'India' 34.38795 67.02327 4 333 167 218 720 786
 368 540.0 824 44.8]
[492 'University of Hanover' 'Germany' 18.41667 -78.13333 39 367 485 218
 434 507 368 457.0 250 44.8]
[493 'University of Maryland, Baltimore County' 'USA' 39.29037 -76.62529
 158 367 567 218 587 391 428 402.0 423 44.8]
[494 'University of Newcastle' 'Australia' -32.8818 151.6846 11 367 567
 218 408 496 812 424.0 322 44.79]
[495 'University of Ulsan' 'South Korea' 35.519406 129.429083 17 367 436
 218 421 599 645 424.0 370 44.79]
[496 'Renmin University of China' 'China' 30.52047 114.39637 27 367 100
 218 965 936 812 896.0 715 44.79]
[497 'Martin Luther University of Halle-Wittenberg' 'Germany' 51.471863
 11.97938 40 358 567 210 394 345 812 413.0 706 44.79]
[498 'University of Malaya' 'Malaysia' 3.122 101.65371 2 367 138 218 572
 877 428 741.0 274 44.79]
[499 'University of Savoy' 'France' 40.06012 -88.25542 20 367 567 218 490
 435 428 402.0 731 44.79]
[500 'University of Udine' 'Italy' 30.22792 120.03306 25 367 567 218 600
 390 511 396.0 634 44.78]
[501 'Tokyo Metropolitan University' 'Japan' 35.65238 139.72661 25 367 415
 218 593 460 321 413.0 574 44.78]
[502 'University of Sherbrooke' 'Canada' 30.22792 120.03306 21 367 567 218
 454 421 321 413.0 853 44.77]
[503 'University of Brescia' 'Italy' 37.768937 -87.111386 26 367 567 218
 585 614 645 396.0 816 44.77]
[504 'University of Ljubljana' 'Slovenia' 30.22792 120.03306 1 367 567 218
 341 415 321 457.0 507 44.77]
[505 'University of Nice Sophia Antipolis' 'France' 44.943012 -93.191637
 21 266 567 218 451 259 511 424.0 513 44.75]
[506 'University of Hull' 'United Kingdom' 53.771519 -0.369283 38 305 253
 162 602 557 511 511.0 524 44.75]
[507 'University of Coimbra' 'Portugal' -15.28419 -8.4265 3 359 567 218
 415 423 645 424.0 459 44.75]
[508 'Creighton University' 'USA' 41.263751 -95.948521 159 367 567 218 824
 724 368 402.0 615 44.75]
[509 'Georgia State University' 'USA' 33.754533 -84.386099 160 367 405 218
 449 484 511 457.0 360 44.74]
[510 'University of Wisconsin–Milwaukee' 'USA' 30.22792 120.03306 161 229
 248 218 516 491 511 503.0 871 44.74]
[511 'Catholic University of Korea' 'South Korea' 37.48601 126.80154 18
 367 567 218 576 792 645 590.0 139 44.74]
[512 'University of Tokushima' 'Japan' 30.22792 120.03306 26 107 567 218
 643 453 645 529.0 247 44.73]
[513 'Yokohama City University' 'Japan' 35.489014 139.683801 27 367 231
 218 685 370 645 520.0 359 44.73]
[514 'Lanzhou University' 'China' 36.050357 103.850246 28 367 567 218 350
 689 645 457.0 624 44.72]
[515 'University of Crete' 'Greece' 35.308131 25.082932 3 367 567 218 491
 518 511 420.0 871 44.72]
[516 'SUNY Downstate Medical Center' 'USA' 40.654531 -73.945084 162 367
 567 155 756 446 511 437.0 660 44.72]
[517 'University of Potsdam' 'Germany' 44.668787 -74.985143 41 367 567 218
 485 313 511 424.0 584 44.72]
[518 'Yokohama National University' 'Japan' 35.489014 139.683801 28 88 217
 135 909 865 645 809.0 440 44.72]
[519 'New Mexico State University' 'USA' 35.95422 -90.45997 163 367 432
 218 711 585 321 424.0 871 44.71]
[520 'University of Bayreuth' 'Germany' 49.9274 11.585129 42 367 567 218
 457 331 321 447.0 603 44.71]
[521 'Bar-Ilan University' 'Israel' 32.06495 34.84665 6 280 392 218 404
 410 645 495.0 338 44.71]
[522 'University of Mississippi - Oxford Campus' 'USA' 34.364824
 -89.542242 164 367 567 218 508 851 428 424.0 611 44.7]
[523 'University of Tasmania' 'Australia' -42.906671 147.321537 12 367 567
 218 429 261 645 447.0 727 44.7]
[524 'Graduate University for Advanced Studies' 'Japan' 43.025216
 -88.188282 29 367 567 218 613 291 645 420.0 871 44.7]
[525 'University of Surrey' 'United Kingdom' 51.236743 -0.607287 39 217
 295 218 419 553 428 549.0 300 44.7]
[526 'Federal University of Minas Gerais' 'Brazil' -19.8719 -43.96625 4
 367 425 218 417 521 428 549.0 207 44.7]
[527 'University of Tromsø - The Arctic University of Norway' 'Norway'
 30.22792 120.03306 4 367 567 218 493 407 287 447.0 824 44.7]
[528 'University of Palermo' 'Italy' 37.878646 13.409773 27 367 567 218
 452 545 812 437.0 559 44.7]
[529 'Shinshu University' 'Japan' 33.59246 130.83497 30 367 517 218 594
 602 368 486.0 244 44.7]
[530 'University of Science and Technology Beijing' 'China' -0.615621
 30.656405 29 367 121 218 542 937 511 886.0 408 44.7]
[531 'University of Catania' 'Italy' 37.696228 15.010977 28 213 567 218
 438 693 428 457.0 853 44.69]
[532 'Mahidol University' 'Thailand' 13.79493 100.32562 2 367 567 218 476
 372 368 447.0 861 44.69]
[533 'University of Canterbury' 'New Zealand' -43.524699 172.581266 3 190
 195 218 569 437 428 606.0 871 44.68]
[534 'Indian Institute of Technology Madras' 'India' 28.544418 77.1893 5
 367 147 218 523 943 812 796.0 317 44.68]
[535 'University of Bremen' 'Germany' 33.70895 -85.14935 43 367 567 218
 466 289 321 471.0 515 44.68]
[536 'Otto-von-Guericke University Magdeburg' 'Germany' 52.139776
 11.642792 44 367 567 218 486 629 511 457.0 388 44.68]
[537 'University of Tartu' 'Estonia' 58.38108 26.71982 1 365 567 218 586
 318 368 457.0 426 44.68]
[538 'University of Windsor' 'Canada' 42.318259 -83.041857 22 367 133 218
 764 912 812 754.0 658 44.68]
[539 'University of Nantes' 'France' 30.22792 120.03306 22 367 567 218 483
 420 511 447.0 579 44.67]
[540 'Royal Holloway, University of London' 'United Kingdom' 51.425885
 -0.563789 40 367 567 218 564 306 428 447.0 556 44.67]
[541 'James Cook University' 'Australia' -19.325489 146.755689 13 367 567
 218 505 248 428 457.0 665 44.67]
[542 'National Yang-Ming University' 'Taiwan' nan nan 5 367 567 218 345
 517 511 495.0 824 44.65]
[543 'University of Akron' 'USA' 41.075021 -81.512129 165 367 400 218 656
 653 645 606.0 166 44.65]
[544 'National Chung Hsing University' 'Taiwan' nan nan 6 367 211 218 412
 682 511 606.0 871 44.65]
[545 'City University London' 'United Kingdom' 51.527574 -0.10275 41 367
 122 218 785 861 812 880.0 601 44.64]
[546 'New York Medical College' 'USA' 41.08409 -73.81092 166 367 567 218
 752 622 812 437.0 719 44.64]
[547 'Nara Institute of Science and Technology' 'Japan' 38.992518
 -76.938904 31 367 567 218 773 329 645 495.0 270 44.63]
[548 'École Centrale Paris' 'France' 48.86508 2.35657 23 367 111 218 995
 827 812 958.0 839 44.63]
[549 'Auburn University' 'USA' 35.915033 -78.912063 167 367 232 218 472
 569 368 606.0 425 44.63]
[550 'University of Arkansas - Fayetteville' 'USA' 36.065887 -94.174367
 168 204 345 218 517 571 645 520.0 409 44.62]
[551 'University of Zagreb' 'Croatia' 45.842155 16.022855 1 367 567 218
 553 541 428 471.0 650 44.62]
[552 'University of Lübeck' 'Germany' 53.8344 10.70392 45 367 567 218 649
 394 812 457.0 629 44.62]
[553 'Hunan University' 'China' 28.188136 112.943469 30 367 291 218 464
 906 645 529.0 816 44.62]
[554 'University of Missouri–Kansas City' 'USA' 38.66566 -90.3315 169 311
 480 218 634 447 645 471.0 687 44.61]
[555 "Tokyo Women's Medical University" 'Japan' 35.69801 139.72015 32 367
 567 218 787 594 511 480.0 362 44.61]
[556 'Montana State University - Bozeman' 'USA' 45.670643 -111.065812 170
 367 477 218 575 323 287 495.0 744 44.61]
[557 'University of Aveiro' 'Portugal' 30.22792 120.03306 4 367 567 218
 413 680 511 590.0 212 44.61]
[558 'National University of Ireland, Galway' 'Ireland' 53.276423
 -9.058512 4 367 567 218 588 546 645 503.0 293 44.61]
[559 'University of Oviedo' 'Spain' 28.6576 -81.18688 16 367 539 218 440
 445 428 495.0 579 44.61]
[560 'Dongguk University' 'South Korea' 37.5601 126.9984 19 367 305 218
 927 917 812 997.0 108 44.61]
[561 'University of Trento' 'Italy' 46.06682 11.12326 29 367 567 218 488
 556 368 486.0 861 44.61]
[562 'University Lille 1: Sciences and Technologies' 'France' 49.293335
 2.306689 24 367 567 218 414 400 368 511.0 546 44.6]
[563 'Chang Gung University' 'Taiwan' 22.90472 120.27306 7 367 567 218 344
 598 812 520.0 824 44.6]
[564 'National Central University' 'Taiwan' 14.604211 120.99427 8 225 567
 218 384 468 511 520.0 839 44.6]
[565 'Aalborg University' 'Denmark' 57.01517 9.98682 5 367 439 218 596 660
 287 520.0 401 44.59]
[566 'Utah State University' 'USA' 41.749761 -111.806348 171 166 352 218
 564 414 368 565.0 371 44.59]
[567 'Baylor University' 'USA' 31.550621 -97.115665 172 367 293 218 682
 681 321 540.0 630 44.59]
[568 'Bangor University' 'United Kingdom' 53.22898 -4.130632 42 260 370
 218 622 568 511 529.0 342 44.59]
[569 'King Saud University' 'Saudi Arabia' 24.717099 46.619397 1 367 182
 218 560 539 645 837.0 232 44.59]
[570 'University of Cagliari' 'Italy' 39.283276 9.281517 30 367 567 218
 518 567 511 486.0 623 44.59]
[571 'Kent State University' 'USA' 41.268102 -81.392976 173 367 567 218
 610 436 511 486.0 498 44.58]
[572 'Central China Normal University' 'China' 30.526164 114.355532 31 367
 567 218 631 855 511 480.0 778 44.58]
[573 'University of Fribourg' 'Switzerland' 46.793058 7.157106 8 232 252
 218 734 428 428 579.0 787 44.58]
[574 'Medical University of Graz' 'Austria' 47.07806 15.44917 6 367 567
 218 573 628 812 486.0 576 44.58]
[575 'Second University of Naples' 'Italy' 12.033966 79.858722 31 367 567
 218 556 641 645 486.0 824 44.57]
[576 'International School for Advanced Studies' 'Italy' 10.679027
 -61.557418 32 367 567 218 623 406 812 486.0 768 44.57]
[577 'Tampere University of Technology' 'Finland' 30.22792 120.03306 7 367
 156 218 816 646 645 796.0 746 44.56]
[578 'Inha University' 'South Korea' 37.451782 126.654964 20 367 381 218
 568 780 511 565.0 273 44.56]
[579 'Deakin University' 'Australia' -37.846869 145.114198 14 367 424 218
 502 647 321 529.0 636 44.56]
[580 'National Polytechnic Institute of Toulouse' 'France' 42.730302
 -73.678772 25 367 242 218 486 672 812 646.0 413 44.56]
[581 'Sogang University' 'South Korea' 39.63389 125.15417 21 367 567 218
 806 798 812 921.0 115 44.56]
[582 'University of Ioannina' 'Greece' 30.22792 120.03306 4 367 567 218
 597 836 645 495.0 871 44.55]
[583 'Federal University of Rio Grande do Sul' 'Brazil' -30.03384
 -51.21857 5 367 567 218 410 578 428 529.0 787 44.55]
[584 'University of Graz' 'Austria' 47.07806 15.44917 7 349 453 204 571
 547 812 511.0 600 44.54]
[585 'University of Montana - Missoula' 'USA' 46.861451 -113.983171 174
 353 567 218 713 315 428 503.0 702 44.54]
[586 'East China Normal University' 'China' 31.23029 121.41069 32 367 272
 218 436 645 812 622.0 576 44.54]
[587 'Plymouth University' 'United Kingdom' 50.375633 -4.140116 43 367 544
 218 532 429 511 511.0 651 44.54]
[588 'Victoria University of Wellington' 'New Zealand' -36.848278
 174.767744 4 317 223 218 606 469 645 646.0 809 44.54]
[589 'Federal University of São Paulo' 'Brazil' -22.69776 -45.11842 6 367
 567 218 504 638 368 520.0 839 44.53]
[590 'Southern Illinois University Carbondale' 'USA' 37.71311 -89.21869
 175 208 533 218 591 512 812 520.0 588 44.53]
[591 'University of Alaska Fairbanks' 'USA' 64.859774 -147.827034 176 367
 420 218 642 373 511 520.0 792 44.53]
[592 'University of Toledo' 'USA' 41.620028 -83.616552 177 367 567 218 618
 555 812 606.0 220 44.53]
[593 'Carleton University' 'Canada' 45.385619 -75.697214 23 367 538 218
 479 739 264 549.0 871 44.53]
[594 'Cranfield University' 'United Kingdom' 52.070288 -0.629019 44 367
 176 218 763 762 812 770.0 549 44.52]
[595 'Curtin University' 'Australia' -31.999193 115.892852 15 367 559 218
 425 384 511 549.0 518 44.52]
[596 'Indian Institute of Technology Bombay' 'India' 28.544418 77.1893 6
 367 507 218 521 815 645 699.0 176 44.52]
[597 'University of Portsmouth' 'United Kingdom' 50.793738 -1.097808 45
 367 567 218 768 719 234 540.0 765 44.52]
[598 'Osaka Prefecture University' 'Japan' 34.685181 135.557903 33 367 411
 218 688 671 812 686.0 187 44.52]
[599 'Nagoya City University' 'Japan' 35.137938 136.926544 34 367 333 218
 785 525 368 565.0 400 44.52]
[600 'LSU Health Sciences Center New Orleans' 'USA' 39.654821 -79.958218
 178 367 567 218 823 544 645 503.0 661 44.52]
[601 'Tata Institute of Fundamental Research' 'India' 17.44325 78.31062 7
 367 567 218 468 450 368 540.0 792 44.51]
[602 'Konkuk University' 'South Korea' 36.94938 127.90764 22 367 388 218
 533 748 812 686.0 204 44.51]
[603 'University of La Laguna' 'Spain' 14.159174 121.136654 17 367 567 218
 514 336 645 529.0 661 44.51]
[604 'University of Hertfordshire' 'United Kingdom' 51.7531 -0.24176 46
 367 567 218 792 396 511 511.0 839 44.51]
[605 'Florida International University' 'USA' 25.75622 -80.375936 179 367
 567 218 496 508 428 540.0 585 44.5]
[606 'University of Rhode Island' 'USA' 41.484944 -71.531722 180 367 265
 218 664 385 511 637.0 472 44.5]
[607 'Mississippi State University' 'USA' 33.45413 -88.790369 181 155 220
 218 605 608 645 754.0 566 44.5]
[608 'Gunma University' 'Japan' 36.5565 139.035028 35 367 567 218 627 531
 511 590.0 252 44.5]
[609 'University of New Orleans' 'USA' 30.03113 -90.064765 182 367 567 218
 944 840 428 511.0 871 44.5]
[610 'Putra University, Malaysia' 'Malaysia' 2.998003 101.71219 3 367 567
 218 860 900 812 989.0 114 44.49]
[611 'Memorial University of Newfoundland' 'Canada' 47.585846 -52.736858
 24 367 567 218 552 577 645 529.0 653 44.49]
[612 'Universidade Nova de Lisboa' 'Portugal' 38.760024 -9.194109 5 367
 567 218 506 477 645 540.0 590 44.49]
[613 'Griffith University' 'Australia' -27.546482 153.064293 16 367 567
 218 436 500 368 565.0 556 44.49]
[614 'Indian Institute of Technology Kharagpur' 'India' 22.311993
 87.309983 8 367 242 218 500 974 812 686.0 644 44.49]
[615 'Soochow University (Suzhou)' 'China' nan nan 33 367 567 218 396 773
 812 565.0 871 44.49]
[616 'Texas A&M Health Science Center' 'USA' 31.030974 -98.326329 183 367
 567 218 672 440 645 558.0 336 44.49]
[617 'Semmelweis University' 'Hungary' 50.809611 12.550945 2 367 567 218
 650 481 511 529.0 670 44.48]
[618 'Lille 2 University of Health and Law' 'France' nan nan 26 367 567
 218 821 631 645 520.0 630 44.48]
[619 'Kagoshima University' 'Japan' 31.567073 130.556069 36 367 281 218
 733 706 511 715.0 251 44.48]
[620 'Flinders University' 'Australia' -35.025542 138.573032 17 122 567
 218 518 581 812 622.0 686 44.48]
[621 'Queensland University of Technology' 'Australia' -27.477755
 153.028851 18 367 567 218 477 750 511 558.0 492 44.48]
[622 'Tokai University' 'Japan' 35.994754 138.171849 37 367 567 218 721
 644 645 540.0 448 44.48]
[623 'Istanbul University' 'Turkey' 41.015778 28.960412 2 253 386 218 684
 560 645 558.0 871 44.48]
[624 'Tokyo University of Agriculture and Technology' 'Japan' 38.992518
 -76.938904 38 367 567 218 641 756 511 606.0 264 44.47]
[625 'Louisiana Tech University' 'USA' 32.532883 -92.651234 184 367 197
 218 969 871 428 754.0 792 44.47]
[626 'University of Texas at Arlington' 'USA' 32.728204 -97.116494 185 367
 567 218 492 532 511 565.0 462 44.47]
[627 'China Agricultural University' 'China' 29.534288 106.479305 34 367
 534 218 407 362 645 590.0 572 44.47]
[628 'Chungnam National University' 'South Korea' 36.372169 127.346973 23
 367 567 218 470 563 645 622.0 290 44.47]
[629 'University of Minho' 'Portugal' 41.56104 -8.39647 6 367 567 218 588
 652 287 606.0 363 44.46]
[630 'University of Eastern Piedmont Amedeo Avogadro""' 'Italy' 12.503813
 124.666418 33 367 567 218 693 623 645 540.0 739 44.46]
[631 'Open University (UK)' 'United Kingdom' 24.869027 91.858196 47 367
 567 218 616 340 645 549.0 809 44.46]
[632 'University of Essex' 'United Kingdom' 51.877208 0.947675 48 119 358
 218 694 695 511 671.0 871 44.45]
[633 'Paris-Est Créteil Val-de-Marne University' 'France' -33.040711
 -71.372477 27 367 406 218 732 611 812 558.0 824 44.45]
[634 'Hacettepe University' 'Turkey' 39.86886 32.735656 3 367 567 218 658
 630 428 549.0 871 44.45]
[635 'State University of New York Upstate Medical University' 'USA'
 42.090665 -75.969782 186 367 567 218 774 632 428 549.0 598 44.45]
[636 'Braunschweig University of Technology' 'Germany' 30.22792 120.03306
 46 226 567 218 551 383 645 622.0 343 44.44]
[637 'University of Salamanca' 'Spain' 42.16312 -78.72328 18 367 491 218
 544 483 511 565.0 736 44.44]
[638 'Indian Institute of Technology Roorkee' 'India' 29.865441 77.897429
 9 367 395 218 839 931 428 565.0 871 44.44]
[639 'Örebro University' 'Sweden' 59.254484 15.24989 11 367 529 218 816
 747 428 549.0 871 44.44]
[640 'Northeast Normal University' 'China' 14.587555 120.983332 35 367 567
 218 678 765 645 549.0 871 44.44]
[641 'University of Patras' 'Greece' 30.22792 120.03306 5 367 567 218 510
 704 511 565.0 731 44.44]
[642 'Beijing University of Chemical Technology' 'China' nan nan 36 367
 536 218 558 984 812 715.0 214 44.44]
[643 'Northern Illinois University' 'USA' 41.937424 -88.76989 187 367 284
 218 669 661 321 671.0 621 44.44]
[644 'Rovira i Virgili University' 'Spain' 41.1192 1.250799 19 367 567 218
 555 573 428 579.0 485 44.44]
[645 'La Trobe University' 'Australia' -36.749992 144.282538 19 367 457
 218 536 455 812 579.0 803 44.44]
[646 'Warsaw University of Technology' 'Poland' 30.22792 120.03306 3 344
 545 218 696 757 287 579.0 824 44.43]
[647 'Binghamton University' 'USA' 42.08901 -75.967232 188 367 263 218 710
 593 812 671.0 853 44.43]
[648 'Shizuoka University' 'Japan' 34.965566 138.431414 39 367 476 218 834
 708 645 826.0 163 44.43]
[649 'Hong Kong Baptist University' 'Hong Kong' 22.38742 114.208222 6 367
 516 218 592 937 511 565.0 691 44.43]
[650 'Albany Medical College' 'USA' 42.654113 -73.777764 189 171 567 218
 893 771 645 579.0 720 44.43]
[651 'Ehime University' 'Japan' 33.767778 132.906995 40 367 514 218 619
 582 511 590.0 418 44.43]
[652 'University of Los Andes (Colombia)' 'Colombia' nan nan 1 367 189 218
 898 561 428 837.0 749 44.43]
[653 'Polytechnic University of Turin' 'Italy' -15.803231 35.027614 34 367
 567 218 465 798 645 659.0 283 44.43]
[654 'University of Burgundy' 'France' 30.22792 120.03306 28 224 567 218
 513 527 812 590.0 774 44.42]
[655 'University of Idaho' 'USA' 46.723697 -117.014544 190 367 567 218 664
 417 511 579.0 469 44.42]
[656 'Old Dominion University' 'USA' 36.886893 -76.305823 191 367 567 218
 719 590 511 590.0 379 44.42]
[657 'Yamaguchi University' 'Japan' 34.158384 131.460751 41 367 567 218
 753 787 645 732.0 202 44.42]
[658 'Massey University' 'New Zealand' -40.384469 175.6165 5 367 496 218
 570 554 812 579.0 723 44.42]
[659 'Donghua University' 'China' 47.24501 124.64791 37 367 567 218 805
 962 234 622.0 726 44.41]
[660 'University of the Balearic Islands' 'Spain' 39.609284 2.964907 20
 367 567 218 629 558 428 590.0 503 44.41]
[661 'Portland State University' 'USA' 45.511021 -122.686397 192 367 245
 218 800 548 812 741.0 484 44.41]
[662 'Marche Polytechnic University' 'Italy' 28.14626 -81.846932 35 367
 567 218 688 649 812 565.0 748 44.41]
[663 'University of Québec at Montreal' 'Canada' nan nan 25 367 422 218
 537 534 428 622.0 871 44.41]
[664 'UNESP, São Paulo State University' 'Brazil' nan nan 7 367 567 218
 356 613 511 671.0 627 44.41]
[665 'Loma Linda University' 'USA' 34.051314 -117.261165 193 367 567 218
 848 755 645 565.0 555 44.41]
[666 'University of Toyama' 'Japan' 30.22792 120.03306 42 367 307 218 685
 760 645 646.0 871 44.41]
[667 'University of Debrecen' 'Hungary' 47.554325 21.623901 3 367 567 218
 687 621 428 590.0 499 44.4]
[668 'University of Maine, Orono' 'USA' 44.89632 -68.67236 194 345 567 218
 788 427 368 637.0 346 44.4]
[669 'Graz University of Technology' 'Austria' 30.22792 120.03306 8 367
 567 218 677 715 368 622.0 404 44.4]
[670 'Gifu University' 'Japan' 35.422492 136.752606 43 367 567 218 701 658
 645 606.0 403 44.4]
[671 'University of Jyväskylä' 'Finland' 30.22792 120.03306 8 367 525 218
 456 443 812 622.0 805 44.4]
[672 'University of Paris 13' 'France' 30.22792 120.03306 29 367 567 218
 669 744 645 579.0 700 44.4]
[673 'University of Girona' 'Spain' 42.061865 2.819328 21 367 567 218 662
 843 645 579.0 756 44.4]
[674 'Keele University' 'United Kingdom' 53.003055 -2.269481 49 367 567
 218 659 533 321 606.0 853 44.4]
[675 'University of Poitiers' 'France' 46.566469 0.265732 30 255 567 148
 636 470 645 671.0 754 44.39]
[676 'University of Insubria' 'Italy' 45.79802 8.85361 36 367 567 218 705
 564 645 579.0 871 44.39]
[677 'Wuhan University of Technology' 'China' 30.524318 114.344431 38 367
 499 218 738 931 428 590.0 763 44.39]
[678 'University of Pretoria' 'South Africa' -25.754256 28.232104 5 367
 262 218 620 513 511 741.0 604 44.39]
[679 'Banaras Hindu University' 'India' 25.266945 82.992249 10 243 260 218
 754 904 511 741.0 871 44.39]
[680 "University of L'Aquila" 'Italy' 42.055818 13.592935 37 367 567 218
 655 678 645 590.0 871 44.38]
[681 'University of Alicante' 'Spain' 38.450686 -0.743851 22 367 567 218
 666 779 812 686.0 262 44.38]
[682 'American University of Beirut' 'Lebanon' 33.899488 35.483632 1 114
 247 218 915 892 812 880.0 871 44.38]
[683 'University of Ulster' 'United Kingdom' 55.146263 -6.679351 50 367
 567 218 747 808 321 732.0 240 44.38]
[684 'Shanghai University' 'China' 31.28553 121.5075 39 367 567 218 494
 929 812 622.0 782 44.38]
[685 'Comenius University in Bratislava' 'Slovak Republic' nan nan 1 367
 567 218 707 624 645 590.0 871 44.38]
[686 'University of Vigo' 'Spain' 30.22792 120.03306 23 367 567 218 577
 822 428 622.0 621 44.38]
[687 'University of Nevada, Las Vegas' 'USA' 39.54158 -119.81491 195 367
 448 218 640 473 812 622.0 861 44.38]
[688 'Swinburne University of Technology' 'Australia' -37.82208 145.03819
 20 367 567 218 654 456 511 606.0 772 44.38]
[689 'Tilburg University' 'Netherlands' 51.564458 5.074477 13 367 289 218
 566 878 428 732.0 871 44.37]
[690 'University of Messina' 'Italy' 38.19241 15.54611 38 367 567 218 608
 803 812 606.0 871 44.37]
[691 'Kaiserslautern University of Technology' 'Germany' 30.22792
 120.03306 47 367 522 218 679 523 812 606.0 668 44.37]
[692 'University of Kent' 'United Kingdom' 51.29531 1.065416 51 367 433
 218 625 458 511 637.0 861 44.37]
[693 'University of Málaga' 'Spain' 30.22792 120.03306 24 367 567 218 660
 830 645 781.0 203 44.37]
[694 'Loughborough University' 'United Kingdom' 52.762223 -1.238885 52 367
 567 218 512 806 511 646.0 480 44.37]
[695 'National Technical University of Athens' 'Greece' 2.202113
 102.247069 6 187 567 218 514 950 511 659.0 871 44.37]
[696 'Liverpool John Moores University' 'United Kingdom' 53.412296
 -2.980904 53 367 567 218 723 395 511 606.0 871 44.37]
[697 'Sharif University of Technology' 'Iran' 30.164673 71.495645 1 116
 567 218 563 950 511 732.0 871 44.37]
[698 'Birkbeck, University of London' 'United Kingdom' 51.521972 -0.130042
 54 300 567 218 724 339 428 622.0 871 44.37]
[699 'University François Rabelais, Tours' 'France' 47.590027 1.336672 31
 201 567 218 667 499 812 637.0 703 44.37]
[700 'University of Haifa' 'Israel' 30.22792 120.03306 7 367 372 218 535
 479 812 686.0 503 44.36]
[701 'Roma Tre University' 'Italy' 41.85547 12.469258 39 367 567 218 639
 637 511 622.0 756 44.36]
[702 'Masaryk University' 'Czech Republic' 48.862239 2.207632 2 367 567
 218 645 519 645 622.0 705 44.36]
[703 'University of Salerno' 'Italy' 30.22792 120.03306 40 367 567 218 537
 835 511 646.0 525 44.36]
[704 'King Abdullah University of Science and Technology' 'Saudi Arabia'
 38.992518 -76.938904 2 367 567 126 691 529 812 946.0 182 44.36]
[705 'Beihang University' 'China' 28.077051 -82.43741 40 367 383 218 460
 865 645 770.0 307 44.35]
[706 'Fuzhou University' 'China' 26.06139 119.30611 41 367 399 218 727 984
 428 671.0 463 44.35]
[707 'Heriot-Watt University' 'United Kingdom' 55.913482 -3.319527 55 367
 335 218 601 597 812 715.0 439 44.35]
[708 'China Medical University (Taiwan)' 'Taiwan' 24.153966 120.683265 9
 367 567 218 428 686 812 671.0 871 44.35]
[709 'University of Cantabria' 'Spain' 43.47363 -3.79904 25 367 523 218
 603 587 428 646.0 571 44.35]
[710 'Rochester Institute of Technology' 'USA' 25.122403 55.37797 196 367
 431 218 905 643 287 671.0 587 44.35]
[711 'Royal College of Surgeons in Ireland' 'Ireland' 51.515126 -0.115887
 5 367 567 218 888 714 368 646.0 446 44.35]
[712 'San Francisco State University' 'USA' 37.72385 -122.479626 197 271
 567 218 864 572 511 622.0 871 44.35]
[713 'Sapporo Medical University' 'Japan' -4.42808 15.349372 44 367 567
 218 975 837 645 637.0 441 44.35]
[714 'Indian Institute of Technology Kanpur' 'India' 26.519419 80.240028
 11 174 503 218 561 848 645 715.0 450 44.34]
[715 'Johannes Kepler University of Linz' 'Austria' 48.337559 14.321552 9
 367 378 218 742 659 645 671.0 560 44.34]
[716 'Czech Technical University in Prague' 'Czech Republic' 2.202113
 102.247069 3 347 567 218 673 816 428 646.0 582 44.34]
[717 'Marquette University' 'USA' 43.037355 -87.920215 198 367 201 218 912
 785 812 896.0 682 44.34]
[718 'Missouri University of Science and Technology' 'USA' 38.992518
 -76.938904 199 367 246 218 718 923 645 826.0 592 44.34]
[719 'Howard University' 'USA' 38.921207 -77.020064 200 294 567 218 934
 665 511 699.0 296 44.33]
[720 'Aston University' 'United Kingdom' 52.485549 -1.889436 56 367 355
 218 827 895 645 754.0 306 44.33]
[721 'École normale supérieure de Cachan' 'France' -17.535038 -149.541249
 32 121 323 218 895 776 428 826.0 871 44.33]
[722 'Jichi Medical University' 'Japan' -4.42808 15.349372 45 367 567 218
 930 633 511 637.0 641 44.33]
[723 'Rutgers, The State University of New Jersey - Newark' 'USA' nan nan
 201 367 567 218 832 515 645 637.0 871 44.33]
[724 'Palacký University, Olomouc' 'Czech Republic' 49.59543 17.26036 4
 367 567 218 739 562 511 659.0 475 44.33]
[725 'Ankara University' 'Turkey' 39.91987 32.85427 4 367 341 218 743 728
 511 699.0 871 44.33]
[726 'University of Belgrade' 'Serbia' 44.81841 20.38753 1 276 567 218 422
 694 511 715.0 824 44.33]
[727 'Toho University' 'Japan' 33.43709 130.84924 46 367 567 159 836 824
 812 699.0 787 44.33]
[728 'Kyoto Prefectural University of Medicine' 'Japan' nan nan 47 367 567
 218 852 752 645 637.0 871 44.33]
[729 'Swansea University' 'United Kingdom' 51.60806 -3.977397 57 367 428
 218 523 566 645 699.0 595 44.32]
[730 'Université de Namur' 'Belgium' 50.465867 4.861789 8 164 464 218 881
 700 645 699.0 716 44.32]
[731 'University of Szeged' 'Hungary' 30.22792 120.03306 4 367 567 205 657
 720 812 659.0 532 44.32]
[732 'Kitasato University' 'Japan' 40.62239 141.23905 48 367 567 218 725
 595 812 646.0 871 44.32]
[733 'Hasselt University' 'Belgium' 50.935484 5.334128 9 367 340 218 829
 904 645 699.0 761 44.32]
[734 'University of Córdoba (Spain)' 'Spain' 38.001032 -4.771112 26 367
 567 218 632 725 812 659.0 633 44.32]
[735 'Åbo Akademi University' 'Finland' 60.45399 22.279288 9 367 567 218
 765 679 645 646.0 731 44.32]
[736 'Tottori University' 'Japan' 35.522167 134.171906 49 367 343 218 908
 721 511 741.0 390 44.32]
[737 'Kindai University' 'Japan' 34.650539 135.715647 50 367 567 218 680
 712 428 686.0 437 44.32]
[738 'University of Castilla–La Mancha' 'Spain' 30.22792 120.03306 27 367
 567 218 627 751 812 671.0 519 44.31]
[739 'University of Augsburg' 'Germany' 32.637259 74.159491 48 367 567 218
 816 684 812 646.0 792 44.31]
[740 'Paul Valéry University, Montpellier III' 'France' 43.627798 3.869634
 33 367 567 218 837 502 287 686.0 871 44.31]
[741 'University of Mons' 'Belgium' 30.22792 120.03306 10 367 567 218 812
 793 645 659.0 517 44.31]
[742 'Istanbul Technical University' 'Turkey' 2.202113 102.247069 5 367
 440 218 646 875 368 699.0 839 44.31]
[743 'University of Natural Resources and Life Sciences, Vienna' 'Austria'
 nan nan 10 367 567 218 778 627 511 659.0 611 44.31]
[744 'National University of La Plata' 'Argentina' nan nan 2 367 513 218
 546 559 511 686.0 871 44.31]
[745 'University of Calabria' 'Italy' 38.270419 16.024497 41 367 567 218
 583 890 428 686.0 700 44.31]
[746 'University of Memphis' 'USA' 35.1187 -89.93731 202 367 382 218 782
 640 511 741.0 394 44.3]
[747 "G. d'Annunzio University, Chieti-Pescara" 'Italy' 42.368723
 14.146804 42 367 567 218 750 615 812 659.0 871 44.3]
[748 'University of Missouri–St. Louis' 'USA' nan nan 203 367 371 218 897
 524 428 715.0 634 44.3]
[749 'Beijing Institute of Technology' 'China' 14.629227 121.225353 42 367
 567 218 528 969 511 699.0 569 44.3]
[750 "University of Évry Val d'Essonne" 'France' 48.532777 2.445185 34 367
 567 218 996 368 645 659.0 871 44.3]
[751 'University of South Australia' 'Australia' -37.806214 140.766463 21
 367 324 218 604 746 812 781.0 431 44.3]
[752 'University of Alabama in Huntsville' 'USA' 34.725084 -86.640445 204
 367 567 218 921 432 645 659.0 805 44.3]
[753 'University of Salzburg' 'Austria' 32.637259 74.159491 11 367 270 218
 933 738 812 796.0 871 44.3]
[754 'University of Mississippi Medical Center' 'USA' 32.329057 -90.171671
 205 367 567 218 775 504 511 671.0 871 44.29]
[755 'National Research Nuclear University MEPhI' 'Russia' nan nan 4 306
 567 218 957 699 428 671.0 871 44.29]
[756 'Chung-Ang University' 'South Korea' -34.637854 -58.438563 24 367 461
 218 637 781 511 886.0 218 44.29]
[757 'Kaohsiung Medical University' 'Taiwan' -4.42808 15.349372 10 367 567
 218 539 854 812 699.0 661 44.29]
[758 'University of Neuchâtel' 'Switzerland' 47.001964 6.807484 9 352 567
 218 863 635 812 671.0 640 44.29]
[759 'University of Yamanashi' 'Japan' 30.22792 120.03306 51 367 567 218
 869 862 645 715.0 382 44.29]
[760 'Yamagata University' 'Japan' 38.249422 140.32938 52 367 567 218 775
 736 812 686.0 535 44.29]
[761 'New Jersey Institute of Technology' 'USA' 40.742872 -74.180712 206
 259 472 218 791 670 812 741.0 391 44.28]
[762 'East Carolina University' 'USA' 35.608747 -77.369743 207 367 394 218
 699 685 812 732.0 639 44.28]
[763 'University of Hyogo' 'Japan' 30.22792 120.03306 53 367 567 218 813
 475 511 686.0 787 44.28]
[764 'University of Picardie Jules Verne' 'France' nan nan 35 367 567 218
 826 782 428 699.0 543 44.28]
[765 'University of Salento' 'Italy' 40.35603 18.16709 43 367 567 218 661
 743 511 699.0 654 44.28]
[766 'Northern Arizona University' 'USA' 35.182447 -111.656441 208 367 537
 218 939 489 645 686.0 609 44.28]
[767 'Miguel Hernández University of Elche' 'Spain' 38.27628 -0.693246 28
 367 567 218 757 617 812 699.0 497 44.28]
[768 'University of Tehran' 'Iran' 35.74628 51.37939 2 181 567 218 489 984
 812 770.0 871 44.28]
[769 'Blaise Pascal University' 'France' 45.782173 4.872462 36 367 567 192
 735 701 645 699.0 619 44.28]
[770 'Yeungnam University' 'South Korea' 28.077051 -82.43741 25 367 417
 218 761 974 812 867.0 231 44.27]
[771 'Kurume University' 'Japan' 33.313227 130.518419 54 367 567 218 986
 770 812 699.0 473 44.27]
[772 'Institut national des sciences Appliquées de Lyon' 'France'
 45.745088 4.870615 37 367 567 218 547 674 645 732.0 558 44.27]
[773 'Saga University' 'Japan' 33.260768 130.295968 55 367 567 218 808 791
 812 715.0 435 44.27]
[774 'Chongqing University' 'China' 29.565015 106.548238 43 367 283 218
 630 892 645 837.0 809 44.27]
[775 'Jikei University School of Medicine' 'Japan' 17.359614 -62.736724 56
 367 567 218 959 711 645 686.0 797 44.27]
[776 'Second Military Medical University' 'China' 29.54052 106.44506 44
 367 567 218 579 664 645 754.0 395 44.27]
[777 'Jawaharlal Nehru Centre for Advanced Scientific Research' 'India'
 13.068493 77.610996 12 367 567 218 868 650 645 715.0 453 44.27]
[778 'University of North Texas, Denton' 'USA' 33.210049 -97.149744 209
 367 567 218 675 636 645 715.0 554 44.27]
[779 'Ege University' 'Turkey' 48.898362 9.188867 6 367 567 218 761 839
 511 699.0 871 44.27]
[780 'Mie University' 'Japan' 34.448957 136.414169 57 367 567 218 835 860
 645 741.0 368 44.27]
[781 'École Polytechnique de Montréal' 'Canada' 12.609893 -7.957961 26 367
 507 218 716 921 511 741.0 412 44.27]
[782 'AGH University of Science and Technology' 'Poland' 38.992518
 -76.938904 4 267 279 218 708 891 511 896.0 398 44.26]
[783 'University of Electronic Science and Technology of China' 'China'
 30.74884 103.92474 45 367 308 218 529 912 812 837.0 552 44.26]
[784 'University of Stirling' 'United Kingdom' 56.146981 -3.917376 58 367
 357 218 772 707 812 754.0 871 44.26]
[785 'University of Greifswald' 'Germany' 54.090431 13.406263 49 367 567
 211 714 487 812 732.0 476 44.26]
[786 'National Polytechnic Institute' 'Mexico' -0.438653 39.63732 2 330
 567 218 573 579 428 741.0 620 44.26]
[787 'Jacobs University Bremen' 'Germany' 53.166972 8.65038 50 367 567 218
 894 666 511 715.0 533 44.26]
[788 'Capital Medical University' 'China' 39.955654 -82.93851 46 367 567
 218 525 754 511 741.0 871 44.26]
[789 'Norwegian University of Life Sciences' 'Norway' 35.637817 139.38474
 5 367 567 218 769 570 511 715.0 782 44.26]
[790 'Michigan Technological University' 'USA' 47.115262 -88.54616 210 341
 467 218 794 769 428 741.0 581 44.25]
[791 'Vilnius University' 'Lithuania' 54.700902 25.251531 1 340 567 218
 799 642 645 715.0 684 44.25]
[792 'North Dakota State University - Main Campus' 'USA' 46.899743
 -96.818746 211 172 567 218 702 790 812 770.0 871 44.25]
[793 'University of Hohenheim' 'Germany' 48.71166 9.210402 51 367 567 218
 767 691 645 715.0 782 44.25]
[794 'University of North Carolina at Charlotte' 'USA' 35.307659
 -80.734156 212 367 310 218 741 662 511 826.0 593 44.25]
[795 'Zhengzhou University' 'China' 34.786016 113.67907 47 367 427 218 663
 806 812 754.0 749 44.25]
[796 'Cairo University' 'Egypt' 30.027129 31.206101 1 285 469 180 697 730
 511 781.0 871 44.25]
[797 'University of Caen Lower Normandy' 'France' 21.306893 -157.811018 38
 207 567 218 637 768 812 754.0 787 44.25]
[798 'Saitama Medical University' 'Japan' -4.42808 15.349372 58 367 567
 218 993 586 645 732.0 488 44.25]
[799 'University of Murcia' 'Spain' 37.948175 -1.403913 29 367 567 218 541
 703 428 781.0 479 44.24]
[800 'Showa University' 'Japan' 35.62792 138.53341 59 367 567 218 985 759
 645 715.0 727 44.24]
[801 'University of Oldenburg' 'Germany' 32.637259 74.159491 52 367 567
 218 729 619 645 732.0 816 44.24]
[802 'Magna Græcia University of Catanzaro' 'Italy' nan nan 44 367 567 218
 948 813 812 715.0 766 44.24]
[803 'National Sun Yat-sen University' 'Taiwan' nan nan 11 367 567 218 461
 950 511 781.0 871 44.24]
[804 'Nanjing University of Science and Technology' 'China' 38.992518
 -76.938904 48 367 331 218 796 943 368 826.0 694 44.24]
[805 'University of Concepción' 'Chile' 30.22792 120.03306 3 367 567 218
 712 451 812 754.0 505 44.23]
[806 'Chungbuk National University' 'South Korea' 14.604211 120.99427 26
 367 567 218 745 859 812 809.0 319 44.23]
[807 'Taipei Medical University' 'Taiwan' -4.42808 15.349372 12 367 567
 218 499 883 645 781.0 661 44.23]
[808 'Jaume I University' 'Spain' 41.557858 2.094742 30 367 567 218 794
 958 645 741.0 643 44.23]
[809 'Bowling Green State University' 'USA' 41.388336 -83.625243 213 367
 373 218 910 705 645 781.0 824 44.23]
[810 'Nanjing University of Technology' 'China' 30.22792 120.03306 49 367
 567 218 748 984 812 932.0 217 44.22]
[811 'University of New England (Australia)' 'Australia' 43.458911
 -70.387763 22 367 251 218 938 634 511 932.0 797 44.22]
[812 'Kangwon National University' 'South Korea' 14.604211 120.99427 27
 367 567 218 706 819 645 781.0 428 44.22]
[813 'Inje University' 'South Korea' 38.09473 128.24727 28 367 567 218 838
 928 812 809.0 331 44.22]
[814 'Aberystwyth University' 'United Kingdom' 52.418692 -4.062957 59 367
 567 218 842 552 511 754.0 607 44.22]
[815 'University of Technology, Sydney' 'Australia' 30.22792 120.03306 23
 367 543 218 580 668 511 796.0 520 44.22]
[816 'University of Franche-Comté' 'France' 50.842406 4.373996 39 302 567
 218 743 814 511 770.0 583 44.22]
[817 'University of Sassari' 'Italy' 40.714376 8.977134 45 367 567 218 758
 592 812 754.0 805 44.21]
[818 'Chiang Mai University' 'Thailand' 18.80259 98.95156 3 367 550 218
 847 753 511 754.0 871 44.21]
[819 'Budapest University of Technology and Economics' 'Hungary'
 -33.731644 18.963102 5 256 567 218 740 761 645 781.0 529 44.21]
[820 'University of Maribor' 'Slovenia' 30.22792 120.03306 2 367 567 218
 853 820 511 754.0 752 44.21]
[821 'University of Bradford' 'United Kingdom' 53.791012 -1.765364 60 367
 287 218 859 772 812 886.0 567 44.21]
[822 'University of Perpignan Via Domitia' 'France' 43.183767 3.004218 40
 160 567 218 974 580 428 826.0 871 44.21]
[823 'Florida Institute of Technology' 'USA' 28.064278 -80.622758 214 367
 567 218 973 793 368 770.0 871 44.21]
[824 'University of Brighton' 'United Kingdom' 50.754498 0.263696 61 367
 567 218 854 829 812 754.0 766 44.21]
[825 'University of Massachusetts Boston' 'USA' 42.313694 -71.039083 215
 367 429 218 846 698 428 796.0 824 44.21]
[826 'Rio de Janeiro State University' 'Brazil' -22.367493 -42.491546 8
 367 567 218 760 910 511 770.0 739 44.21]
[827 'Nagoya Institute of Technology' 'Japan' 35.158751 136.925971 60 367
 504 218 825 958 645 921.0 229 44.2]
[828 'Jiangnan University' 'China' 22.78722 108.28354 50 367 567 218 783
 912 812 770.0 628 44.2]
[829 'Murdoch University' 'Australia' -32.066391 115.835014 24 367 527 218
 827 501 645 770.0 770 44.2]
[830 'University of Wales, Trinity Saint David' 'United Kingdom' 51.485544
 -3.181358 62 367 567 218 1000 927 645 754.0 871 44.2]
[831 'University of Rouen' 'France' 30.22792 120.03306 41 362 567 218 700
 722 812 809.0 414 44.2]
[832 'The Catholic University of America' 'USA' 38.935039 -77.001003 216
 367 407 218 947 596 511 809.0 674 44.2]
[833 'Wright State University - Dayton' 'USA' 39.784142 -84.058515 217 367
 567 218 810 805 812 770.0 824 44.2]
[834 'Dankook University' 'South Korea' 28.077051 -82.43741 29 367 567 218
 888 948 645 896.0 241 44.2]
[835 'Clarkson University' 'USA' 44.662493 -74.998851 218 367 390 218 981
 974 812 809.0 685 44.19]
[836 'University of Regina' 'Canada' 50.413695 -104.590282 27 367 567 218
 851 737 645 781.0 573 44.19]
[837 'Boğaziçi University' 'Turkey' 41.08475 29.051 7 367 519 218 843 766
 511 781.0 824 44.19]
[838 'Kōchi University' 'Japan' 33.556213 133.557536 61 367 567 218 942
 788 812 781.0 536 44.19]
[839 'University of Miyazaki' 'Japan' 30.22792 120.03306 62 290 567 218
 952 692 645 826.0 393 44.19]
[840 'University of Electro-Communications' 'Japan' 33.644088 -117.855537
 63 161 567 218 857 833 645 906.0 332 44.19]
[841 'University of Valladolid' 'Spain' 30.22792 120.03306 31 367 454 218
 691 888 812 850.0 407 44.19]
[842 'Bilkent University' 'Turkey' 39.907588 32.765829 8 367 475 218 781
 789 812 796.0 871 44.19]
[843 'Dublin City University' 'Ireland' 53.38512 -6.25897 6 367 567 218
 803 933 511 850.0 347 44.19]
[844 'University of South Alabama' 'USA' 30.696878 -88.183593 219 367 567
 218 979 784 812 796.0 464 44.19]
[845 'Sofia University' 'Bulgaria' 37.430678 -122.109306 1 254 567 218 814
 881 645 796.0 871 44.19]
[846 'Ocean University of China' 'China' 36.066718 120.332367 51 367 567
 218 648 735 812 809.0 541 44.19]
[847 'King Fahd University of Petroleum and Minerals' 'Saudi Arabia'
 31.550535 35.399375 3 367 234 218 934 950 812 984.0 871 44.19]
[848 'University of Veterinary Medicine Vienna' 'Austria' 32.637259
 74.159491 12 367 567 184 872 687 511 809.0 654 44.19]
[849 'University of Alcalá' 'Spain' 30.22792 120.03306 32 367 567 218 746
 657 812 796.0 608 44.18]
[850 'Hunter College' 'USA' 40.768523 -73.963911 220 261 438 218 822 610
 812 826.0 805 44.18]
[851 'All India Institute of Medical Sciences, New Delhi' 'India'
 28.569224 77.212673 13 367 567 218 887 886 645 781.0 839 44.18]
[852 'Gazi University' 'Turkey' 39.780745 32.807644 9 367 468 218 750 942
 645 809.0 871 44.18]
[853 'National University of Ireland, Maynooth' 'Ireland' 53.38317
 -6.60034 7 244 567 218 992 710 812 809.0 561 44.18]
[854 'Tehran University of Medical Sciences' 'Iran' 35.74628 51.37939 3
 367 567 218 771 899 812 796.0 871 44.18]
[855 'University of the Ryukyus' 'Japan' 18.007532 -76.781026 64 367 567
 218 922 663 645 796.0 618 44.18]
[856 'Florida Atlantic University' 'USA' 26.11959 -80.141697 221 367 567
 218 855 741 812 796.0 714 44.17]
[857 'University of Siegen' 'Germany' 30.22792 120.03306 53 367 532 218
 870 732 428 809.0 769 44.17]
[858 'Huazhong Agricultural University' 'China' 51.709988 -1.995258 52 367
 567 218 651 535 645 837.0 494 44.17]
[859 'University of Angers' 'France' 30.22792 120.03306 42 367 567 218 840
 801 812 809.0 550 44.17]
[860 'University of Seoul' 'South Korea' 30.22792 120.03306 30 367 567 218
 989 907 645 921.0 259 44.17]
[861 'Brock University' 'Canada' 43.119424 -79.247429 28 367 567 218 877
 727 511 809.0 638 44.17]
[862 'Fukuoka University' 'Japan' 33.568796 130.396607 65 367 567 218 971
 876 812 837.0 416 44.17]
[863 'Hamamatsu University School of Medicine' 'Japan' 17.359614
 -62.736724 66 367 567 218 990 917 645 826.0 470 44.17]
[864 'Nanjing Normal University' 'China' 14.587555 120.983332 53 367 456
 218 729 709 428 850.0 742 44.17]
[865 'National Chung Cheng University' 'Taiwan' nan nan 13 367 567 218 796
 991 645 809.0 871 44.17]
[866 'Nanjing Agricultural University' 'China' 51.709988 -1.995258 54 367
 567 218 617 726 812 837.0 601 44.16]
[867 'University of the Republic (Uruguay)' 'Uruguay' nan nan 66 367 567
 218 814 669 812 809.0 871 44.16]
[868 'Sejong University' 'South Korea' 36.59245 127.29223 31 367 567 218
 788 845 812 837.0 466 44.16]
[869 'Makerere University' 'Uganda' 0.335462 32.568422 1 367 567 218 882
 656 645 809.0 871 44.16]
[870 'University of New Brunswick' 'Canada' 45.942744 -66.648702 29 367
 354 218 777 802 812 886.0 591 44.16]
[871 'Northeastern University (China)' 'China' 42.339439 -71.087588 55 367
 315 218 759 974 812 906.0 698 44.16]
[872 'University of Extremadura' 'Spain' 30.22792 120.03306 33 367 567 218
 766 958 812 826.0 630 44.16]
[873 'RMIT University' 'Australia' -37.743993 142.058302 25 367 561 218
 690 929 812 837.0 585 44.16]
[874 'Royal Veterinary College, University of London' 'United Kingdom'
 51.536557 -0.133548 63 246 567 218 896 550 511 837.0 746 44.16]
[875 'Chung Yuan Christian University' 'Taiwan' nan nan 14 249 320 218 779
 962 812 921.0 871 44.16]
[876 'University of Osnabrück' 'Germany' 52.273391 8.061435 54 367 567 218
 844 654 511 826.0 871 44.15]
[877 'Northwest University (China)' 'China' 30.52047 114.39637 56 367 567
 218 904 848 368 837.0 871 44.15]
[878 'Chosun University' 'South Korea' 34.052301 -118.31042 32 367 567 218
 942 984 812 991.0 209 44.15]
[879 'University of Orléans' 'France' 30.03113 -90.064765 43 367 524 218
 754 495 645 837.0 839 44.15]
[880 'Jean Monnet University' 'France' 38.719924 -9.147029 44 367 567 218
 626 486 812 850.0 710 44.15]
[881 'École centrale de Lyon' 'France' 45.782787 4.768994 45 367 255 218
 856 841 812 991.0 570 44.15]
[882 'University of Western Sydney' 'Australia' 45.542848 -122.524029 26
 367 567 218 651 551 645 850.0 647 44.15]
[883 'Hefei University of Technology' 'China' 30.22792 120.03306 57 367
 302 218 914 974 812 932.0 871 44.15]
[884 'University of Massachusetts Lowell' 'USA' 42.38898 -72.5287 222 367
 528 218 936 943 321 946.0 304 44.15]
[885 'Manchester Metropolitan University' 'United Kingdom' 53.47008
 -2.23908 64 367 458 218 941 677 812 850.0 721 44.14]
[886 'Nanjing Medical University' 'China' -4.42808 15.349372 58 367 567
 218 582 696 812 867.0 761 44.14]
[887 'Kyoto Institute of Technology' 'Japan' 14.629227 121.225353 67 367
 567 218 982 868 812 921.0 287 44.14]
[888 'Shanghai Normal University' 'China' 31.23029 121.41069 59 367 463
 218 919 950 812 850.0 871 44.14]
[889 'Southwest University' 'China' 31.759174 -106.491709 60 268 567 218
 695 897 645 867.0 669 44.14]
[890 'Adam Mickiewicz University in Poznań' 'Poland' 52.40813 16.91543 5
 150 567 218 675 775 812 932.0 657 44.14]
[891 'University of Calcutta' 'India' 22.574945 88.362628 14 140 346 209
 964 900 645 994.0 424 44.14]
[892 'University of Pécs' 'Hungary' 30.22792 120.03306 6 367 567 218 962
 812 812 850.0 501 44.14]
[893 'Queens College, City University of New York' 'USA' 40.736683
 -73.819666 223 323 374 218 977 690 812 886.0 729 44.14]
[894 'University of Lleida' 'Spain' 30.22792 120.03306 34 367 567 218 883
 850 812 837.0 809 44.14]
[895 'Nanjing University of Aeronautics and Astronautics' 'China'
 39.729513 -105.121827 61 367 486 218 709 974 812 867.0 853 44.14]
[896 'University of Western Brittany' 'France' 45.542848 -122.524029 46
 367 567 218 840 616 812 850.0 599 44.13]
[897 'University of North Carolina at Greensboro' 'USA' 36.070675
 -79.812927 224 367 567 218 899 825 645 850.0 575 44.13]
[898 'Pukyong National University' 'South Korea' 14.604211 120.99427 33
 367 567 218 906 962 812 896.0 356 44.13]
[899 'Fourth Military Medical University' 'China' 29.54052 106.44506 62
 367 567 218 609 716 645 880.0 692 44.13]
[900 'University of Fukui' 'Japan' 30.22792 120.03306 68 367 567 218 950
 797 812 850.0 610 44.13]
[901 'University of Southern Mississippi' 'USA' 30.375324 -89.613997 225
 367 567 218 913 853 812 850.0 676 44.13]
[902 'University of Mannheim' 'Germany' 49.483 8.46181 55 367 518 218 916
 903 428 867.0 871 44.13]
[903 'Shimane University' 'Japan' 35.019795 132.512404 69 367 567 218 956
 717 645 850.0 695 44.13]
[904 'China University of Geosciences (Wuhan)' 'China' 30.52047 114.39637
 63 367 558 218 928 639 428 867.0 752 44.13]
[905 'University of Thessaly' 'Greece' 30.22792 120.03306 7 367 567 218
 875 984 812 850.0 871 44.13]
[906 'Oakland University' 'USA' 42.664582 -83.213875 226 367 567 218 888
 810 812 850.0 871 44.13]
[907 'Wilfrid Laurier University' 'Canada' 43.47433 -80.526007 30 367 298
 218 952 921 812 969.0 871 44.13]
[908 'Teikyo University' 'Japan' 54.76353 -1.582251 70 367 567 218 966 767
 812 850.0 803 44.12]
[909 'Saitama University' 'Japan' 35.859414 139.606266 71 367 349 218 959
 609 511 932.0 545 44.12]
[910 'Trent University' 'Canada' 44.357201 -78.290692 31 367 509 218 923
 777 511 867.0 782 44.12]
[911 'Nicolaus Copernicus University in Toruń' 'Poland' 53.01966 18.57147
 6 367 567 218 873 821 511 867.0 698 44.12]
[912 'Tarbiat Modares University' 'Iran' nan nan 4 367 567 218 769 991 812
 867.0 871 44.12]
[913 'University of North Dakota' 'USA' 47.920512 -97.066665 227 367 567
 218 917 731 812 867.0 606 44.12]
[914 'Isfahan University of Technology' 'Iran' 32.71683 51.530916 5 367
 567 218 682 923 645 880.0 871 44.12]
[915 'Fluminense Federal University' 'Brazil' -22.9067 -43.13304 9 367 313
 218 802 892 645 958.0 871 44.12]
[916 'National Taiwan University of Science and Technology' 'Taiwan'
 38.992518 -76.938904 15 367 567 218 598 991 812 886.0 823 44.12]
[917 'University of Lethbridge' 'Canada' 49.676972 -112.867493 32 367 567
 218 957 718 511 867.0 853 44.12]
[918 'Federal University of Santa Catarina' 'Brazil' -22.86285 -43.22884
 10 367 567 218 606 941 812 886.0 763 44.12]
[919 'University of Camerino' 'Italy' 30.22792 120.03306 46 367 567 218
 903 826 812 867.0 724 44.12]
[920 'University of Brasília' 'Brazil' 30.22792 120.03306 11 367 367 218
 807 688 812 921.0 871 44.12]
[921 'University of Wrocław' 'Poland' 51.11399 17.03393 7 355 567 218 736
 842 645 880.0 871 44.12]
[922 'University of Basilicata' 'Italy' 30.22792 120.03306 47 367 567 218
 940 900 645 867.0 871 44.12]
[923 'Jadavpur University' 'India' 22.561349 88.412862 15 367 515 218 849
 991 428 886.0 735 44.11]
[924 'South China Normal University' 'China' 30.526164 114.355532 64 367
 452 218 674 912 645 906.0 744 44.11]
[925 'University of Hyderabad' 'India' 17.452321 78.330084 16 367 567 218
 879 910 812 880.0 871 44.11]
[926 'Ritsumeikan University' 'Japan' 35.033328 135.724915 72 367 325 218
 906 882 511 984.0 430 44.1]
[927 'Carlos III University of Madrid' 'Spain' 40.4749 -3.697066 35 367
 567 218 643 958 812 946.0 383 44.1]
[928 'University of Cyprus' 'Cyprus' 35.159929 33.377647 1 367 567 218 820
 896 645 886.0 816 44.1]
[929 'University of Texas at El Paso' 'USA' 31.774171 -106.505475 228 367
 442 218 910 838 812 906.0 706 44.1]
[930 'University of Cádiz' 'Spain' 40.26438 -80.99801 36 367 567 218 850
 816 812 969.0 311 44.1]
[931 'Shahid Beheshti University of Medical Sciences' 'Iran' 30.706953
 -88.098493 6 367 567 218 833 920 812 886.0 871 44.1]
[932 'National Taiwan Normal University' 'Taiwan' nan nan 16 367 478 218
 731 939 645 906.0 871 44.1]
[933 'National University of Córdoba' 'Argentina' -2.615143 29.742563 3
 367 567 218 717 796 645 896.0 871 44.1]
[934 'Federal University of Paraná' 'Brazil' -22.86285 -43.22884 12 367
 497 218 697 800 812 906.0 772 44.1]
[935 'University of Jaén' 'Spain' 30.22792 120.03306 37 367 567 218 920
 871 645 896.0 563 44.09]
[936 'University of California, Merced' 'USA' 37.367813 -120.421858 229
 367 567 218 899 540 812 906.0 491 44.09]
[937 'University of Waikato' 'New Zealand' -37.787786 175.3155 6 367 474
 218 945 870 511 906.0 703 44.09]
[938 'University of Central Lancashire' 'United Kingdom' 53.762386
 -2.708542 65 367 494 218 946 603 511 906.0 749 44.09]
[939 'Federal University of Pernambuco' 'Brazil' -22.86285 -43.22884 13
 367 552 218 749 884 812 946.0 417 44.09]
[940 'University of Almería' 'Spain' 30.22792 120.03306 38 367 567 218 967
 974 812 896.0 681 44.09]
[941 'Federal University of São Carlos' 'Brazil' -22.86285 -43.22884 14
 367 567 218 722 948 812 906.0 774 44.09]
[942 'Charles Darwin University' 'Australia' -12.372784 130.869321 27 367
 567 218 931 742 645 896.0 871 44.09]
[943 'Yangzhou University' 'China' 32.39722 119.43583 65 367 567 218 891
 873 812 896.0 871 44.09]
[944 'Wrocław University of Technology' 'Poland' 30.22792 120.03306 8 367
 409 218 798 947 645 946.0 861 44.09]
[945 'Hirosaki University' 'Japan' 40.819697 140.760372 73 367 505 218 951
 844 511 906.0 693 44.08]
[946 'National Taiwan Ocean University' 'Taiwan' nan nan 17 367 413 218
 790 940 812 946.0 871 44.08]
[947 'Jiangsu University' 'China' 32.192899 119.477502 66 367 556 218 808
 969 812 981.0 323 44.08]
[948 'Northwestern Polytechnical University' 'China' 42.059592 -87.678695
 67 367 351 218 566 962 812 989.0 871 44.08]
[949 'Xiangtan University' 'China' 27.85 112.9 68 367 384 218 862 935 812
 958.0 778 44.08]
[950 'United Arab Emirates University' 'United Arab Emirates' 24.198681
 55.676969 1 367 521 218 994 851 812 906.0 689 44.08]
[951 'Gachon University' 'South Korea' 39.41111 126.61389 34 367 567 218
 918 880 812 932.0 451 44.08]
[952 'Hallym University' 'South Korea' 28.077051 -82.43741 35 367 567 218
 884 908 812 921.0 565 44.08]
[953 'Harbin Engineering University' 'China' 13.795825 100.325894 69 367
 567 218 970 991 645 906.0 839 44.07]
[954 'Dokuz Eylül University' 'Turkey' 38.32328 27.14245 10 367 567 218
 931 957 812 906.0 871 44.07]
[955 'Jinan University' 'China' 36.66833 116.99722 70 367 336 218 793 897
 812 984.0 688 44.07]
[956 'Shiraz University' 'Iran' 29.651571 52.507271 7 367 567 218 865 962
 645 921.0 871 44.07]
[957 'Third Military Medical University' 'China' 29.54052 106.44506 71 367
 567 218 737 809 645 932.0 721 44.07]
[958 'Amirkabir University of Technology' 'Iran' 30.22792 120.03306 8 367
 567 218 725 962 645 932.0 871 44.07]
[959 'Public University of Navarre' 'Spain' -35.232117 149.081051 39 367
 567 218 972 831 812 921.0 697 44.07]
[960 'Federico Santa María Technical University' 'Chile' nan nan 4 367 567
 218 955 923 368 946.0 645 44.07]
[961 'Federal University of ABC' 'Brazil' -22.86285 -43.22884 15 367 567
 218 929 923 645 921.0 871 44.07]
[962 'University of Puerto Rico at Mayagüez' 'Puerto Rico' 18.212506
 -67.141228 1 367 567 218 998 793 645 921.0 871 44.06]
[963 'Southern Medical University' 'China' 32.41562 -81.783096 72 367 567
 218 801 758 812 932.0 782 44.06]
[964 'University of Silesia' 'Poland' 30.22792 120.03306 9 367 567 218 867
 864 511 932.0 871 44.06]
[965 'Ain Shams University' 'Egypt' 30.06515 31.27905 2 367 567 218 875
 832 511 932.0 871 44.06]
[966 'University of Valenciennes and Hainaut-Cambresis' 'France' nan nan
 47 367 567 218 866 950 645 932.0 871 44.06]
[967 'Chung Shan Medical University' 'Taiwan' nan nan 18 367 567 218 727
 973 645 946.0 871 44.06]
[968 'National University of Colombia' 'Colombia' 5.0556 -75.4867 2 367
 312 218 871 732 812 994.0 861 44.06]
[969 'South China Agricultural University' 'China' nan nan 73 367 567 218
 877 811 812 932.0 871 44.06]
[970 'Ibaraki University' 'Japan' 36.282688 140.437698 74 367 567 218 999
 448 645 946.0 562 44.06]
[971 'Fu Jen Catholic University' 'Taiwan' nan nan 19 367 446 218 984 887
 812 958.0 824 44.06]
[972 'Hunan Normal University' 'China' 28.188136 112.943469 74 367 567 218
 923 917 812 932.0 871 44.06]
[973 'Ulsan National Institute of Science and Technology' 'South Korea'
 38.992518 -76.938904 36 367 567 218 880 912 645 984.0 349 44.06]
[974 'Federal University of Santa Maria' 'Brazil' -22.86285 -43.22884 16
 367 396 218 954 974 812 975.0 871 44.05]
[975 'Shenzhen University' 'China' 22.53586 113.92941 75 367 410 218 976
 778 645 999.0 318 44.05]
[976 'Tianjin Medical University' 'China' 39.116874 117.178109 76 367 567
 218 885 857 812 946.0 839 44.05]
[977 'Beijing University of Technology' 'China' 30.22792 120.03306 77 367
 567 218 780 950 812 969.0 512 44.05]
[978 'University of Reims Champagne-Ardenne' 'France' nan nan 48 367 567
 218 967 884 645 958.0 544 44.05]
[979 'Yuan Ze University' 'Taiwan' 47.695972 8.632149 20 367 567 218 923
 984 812 946.0 871 44.05]
[980 'University of Chemistry and Technology, Prague' 'Czech Republic'
 38.999092 117.311843 5 367 567 218 991 868 812 946.0 778 44.05]
[981 'University of Limerick' 'Ireland' 52.673072 -8.572862 8 367 529 218
 892 863 812 969.0 516 44.05]
[982 'China Medical University (PRC)' 'China' 24.153966 120.683265 78 367
 567 218 804 749 645 958.0 871 44.04]
[983 'Feng Chia University' 'Taiwan' 30.94917 121.08528 21 367 434 218 902
 991 812 975.0 871 44.04]
[984 'Zhejiang University of Technology' 'China' 30.22792 120.03306 79 367
 567 218 858 991 812 958.0 672 44.04]
[985 'Novosibirsk State University' 'Russia' 35.95422 -90.45997 5 167 567
 218 819 858 645 991.0 871 44.04]
[986 'University of Bucharest' 'Romania' 44.43556 26.10124 1 237 567 218
 845 804 645 975.0 871 44.04]
[987 'Babeș-Bolyai University' 'Romania' 46.731779 25.616732 2 367 567 218
 874 855 812 958.0 871 44.04]
[988 'Mansoura University' 'Egypt' 31.044632 31.353416 3 367 567 218 987
 969 645 958.0 871 44.04]
[989 "University of Pau and Pays de l'Adour" 'France' nan nan 49 367 567
 218 980 991 812 958.0 809 44.04]
[990 'Henan Normal University' 'China' 14.587555 120.983332 80 367 567 218
 959 991 812 958.0 871 44.04]
[991 'Xidian University' 'China' 34.123583 108.83546 81 367 542 218 830
 974 812 984.0 434 44.03]
[992 'Federal University of Bahia' 'Brazil' -22.86285 -43.22884 17 367 540
 218 962 865 645 969.0 774 44.03]
[993 'Southwest Jiaotong University' 'China' 30.697847 104.052081 82 367
 327 218 937 962 812 998.0 861 44.03]
[994 'Ryerson University' 'Canada' 43.657719 -79.378749 33 367 567 218 811
 969 511 975.0 756 44.03]
[995 'King Abdulaziz University' 'Saudi Arabia' 21.496441 39.24895 4 367
 449 218 595 430 645 994.0 839 44.03]
[996 'University of the Algarve' 'Portugal' 37.04396 -7.97219 7 367 567
 218 926 845 812 969.0 816 44.03]
[997 'Alexandria University' 'Egypt' 31.20194 29.90528 4 236 566 218 997
 908 645 981.0 871 44.03]
[998 'Federal University of Ceará' 'Brazil' -22.86285 -43.22884 18 367 549
 218 830 823 812 975.0 824 44.03]
[999 'University of A Coruña' 'Spain' 44.045707 -123.078549 40 367 567 218
 886 974 812 975.0 651 44.02]
[1000 'China Pharmaceutical University' 'China' 30.52047 114.39637 83 367
 567 218 861 991 812 981.0 547 44.02]


#!/usr/bin/env python

from json import load
from sys import argv

def loc(nb):
    cells = load(open(nb))['cells']
    return sum(len(c['source']) for c in cells if c['cell_type'] == 'code')

def run(ipynb_files):
    return sum(loc(nb) for nb in ipynb_files)

if __name__ == '__main__':
    print(run(argv[1:]))

	STATEFP	STATENS	AFFGEOID	GEOID	STUSPS	NAME	ALAND	AWATER	region	geometry
0	06	01779778	0400000US06	06	CA	California	403483823181	20483271881	West	MULTIPOLYGON Z (((-118.59397 33.46720 0.00000,...
1	11	01702382	0400000US11	11	DC	District of Columbia	158350578	18633500	Northeast	POLYGON Z ((-77.11976 38.93434 0.00000, -77.04...
2	12	00294478	0400000US12	12	FL	Florida	138903200855	31407883551	Southeast	MULTIPOLYGON Z (((-81.81169 24.56874 0.00000, ...
3	13	01705317	0400000US13	13	GA	Georgia	148963503399	4947080103	Southeast	POLYGON Z ((-85.60516 34.98468 0.00000, -85.47...
4	16	01779783	0400000US16	16	ID	Idaho	214045425549	2397728105	West	POLYGON Z ((-117.24303 44.39097 0.00000, -117....

Анализ данных университетов со всего мира¶

Описание проекта¶

Секция импортов¶

Секция константных значений и объявлений¶

Секция методов¶

Основная часть¶

Анализ востоочных и западных университетов США¶

Поиск лучшего вуза¶

Динамика развития университетов¶

Построим граф¶

Приложение¶

	institution	quality_of_education	quality_of_faculty	publications	patents	year
0	Harvard University	7	1	1	5	2012
1	Massachusetts Institute of Technology	9	3	12	1	2012
2	Stanford University	17	5	4	15	2012
3	University of Cambridge	10	4	16	50	2012
4	California Institute of Technology	2	7	37	18	2012